Findings
Long Papers
SERENGETI: Massively Multilingual Language Models for Africa
Ife Adebara, AbdelRahim Elmadany, Muhammad Abdul-Mageed and Alcides Alcoba Inciarte
In-context Examples Selection for Machine Translation
Sweta Agrawal, Chunting Zhou, Mike Lewis, Luke Zettlemoyer and Marjan Ghazvininejad
Multilingual Summarization with Factual Consistency Evaluation
Roee Aharoni, Shashi Narayan, Joshua Maynez, Jonathan Herzig, Elizabeth Clark and Mirella Lapata
$2*n$ is better than $n^2$: Decomposing Event Coreference Resolution into Two Tractable Problems
Shafiuddin Rehan Ahmed, Abhijnan Nath, James H. Martin and Nikhil Krishnaswamy
Multilingual Pre-training with Self-supervision from Global Co-occurrence Information
Xi Ai and Bin Fang
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings
Taichi Aida and Danushka Bollegala
Improving Diachronic Word Sense Induction with a Nonparametric Bayesian method
Ashjan Alsulaimani and Erwan Moreau
Impact of Adversarial Training on Robustness and Generalizability of Language Models
Enes Altinisik, Hassan Sajjad, Husrev Sencar, Safa Messaoud and Sanjay Chawla
Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training
Miriam Anschütz, Joshua Oehms, Thomas Wimmer, Bartłomiej Jezierski and Georg Groh
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen and Ivan Vulić
Varta: A Large-Scale Headline-Generation Dataset for Indic Languages
Rahul Aralikatte, Ziling Cheng, Sumanth Doddapaneni and Jackie Chi Kit Cheung
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information
Vladimir Araujo, Alvaro Soto and Marie-Francine Moens
CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics
Gaurav Arora, Srujana Merugu and Vivek Sembium
Task-aware Retrieval with Instructions
Akari Asai, Timo Schick, Patrick Lewis, Xilun Chen, Gautier Izacard, Sebastian Riedel, Hannaneh Hajishirzi and Wen-tau Yih
A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection
Naveen Badathala, Abisek Rajakumar Kalarani, Tejpalsingh Siledar and Pushpak Bhattacharyya
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning
Kartikeya Badola, Shachi Dave and Partha Talukdar
Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints
Yujin Baek, Koanho Lee, Dayeon Ki, Cheonbok Park, Hyoung-Gyu Lee and Jaegul Choo
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance
Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang and Jiawei Han
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System
Namo Bang, Jeehyun Lee and Myoung-Wan Koo
Opinion Tree Parsing for Aspect-based Sentiment Analysis
Xiaoyi Bao, Xiaotong Jiang, Zhongqing Wang, Yue Zhang and Guodong Zhou
Automated Refugee Case Analysis: A NLP Pipeline for Supporting Legal Practitioners
Claire Barale, Michael Rovatsos and Nehal Bhuta
DMLM: Descriptive Masked Language Modeling
Edoardo Barba, Niccolò Campolungo and Roberto Navigli
Character Coreference Resolution in Movie Screenplays
Sabyasachee Baruah and Shrikanth Narayanan
Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree
Connor Baumler, Anna Sotnikova and Hal Daumé III
An Investigation of Evaluation Methods in Automatic Medical Note Generation
Asma Ben Abacha, Wen-wai Yim, George Michalopoulos and Thomas Lin
Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling
Gábor Berend
So many design choices: Improving and interpreting neural agent communication in signaling games
Timothée Bernard and Timothee Mickus
Similarity-Based Content Scoring - A more Classroom-Suitable Alternative to Instance-Based Scoring?
Marie Bexte, Andrea Horbach and Torsten Zesch
Adaptation Approaches for Nearest Neighbor Language Models
Rishabh Bhardwaj, George Polovets and Monica Sunkara
Prompted Opinion Summarization with GPT-3.5
Adithya Bhaskar, Alex Fabbri and Greg Durrett
Measuring Intersectional Biases in Historical Documents
Nadav Borenstein, Karolina Stanczak, Thea Rolskov, Natacha Klein Käfer, Natália da Silva Perez and Isabelle Augenstein
Model Interpretability and Rationale Extraction by Input Mask Optimization
Marc Brinner and Sina Zarrieß
Segment-Level and Category-Oriented Network for Knowledge-Based Referring Expression Comprehension
Yuqi Bu, Xin Wu, Liuwu Li, Yi Cai, Qiong Liu and Qingbao Huang
Towards Distribution-shift Robust Text Classification of Emotional Content
Luana Bulla, Aldo Gangemi and Misael Mongiovi’
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Winata, Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Parmonangan, Ika Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Septiandri, James Jaya, Kaustubh Dhole, Arie Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Adilazuarda, Ryan Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Haryo Wibowo, Cuk Tho, Ichwanul Karo Karo, Tirana Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti and Ayu Purwarianti
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge
Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng and Xiangyang Xue
Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models
Hang Cao, Zhiquan Cao, Chi Hu, Baoyu Hou, Tong Xiao and Jingbo Zhu
Modularized Zero-shot VQA with Pre-trained Models
RUI CAO and Jing Jiang
Pay More Attention to Relation Exploration for Knowledge Base Question Answering
Yong Cao, Xianzhi Li, huiwen liu, Wen Dai, shuai chen, Bin Wang, Min Chen and Daniel Hershcovich
Additive manifesto decomposition: A policy domain aware method for understanding party positioning
Tanise Ceron, Dmitry Nikolaev and Sebastian Padó
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages
Yekun Chai, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian and Hua Wu
I Spy a Metaphor: Large Language Models and Diffusion Models Co-Create Visual Metaphors
Tuhin Chakrabarty, Arkadiy Saakyan, Olivia Winn, Artemis Panagopoulou, Yue Yang, Marianna Apidianaki and Smaranda Muresan
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition
Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Wong and Simon See
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond
Haw-Shiuan Chang, Zonghai Yao, Alolika Gon, hong yu and Andrew McCallum
Dramatic Conversation Disentanglement
Kent Chang, Danica Chen and David Bamman
Pre-training Language Model as a Multi-perspective Course Learner
Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng and Qi Zhang
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents
Catherine Chen, Zejiang Shen, Dan Klein, Gabriel Stanovsky, Doug Downey and Kyle Lo
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting
Chen Chen, Yufei Wang, Aixin Sun, Bing Li and Kwok-Yan Lam
HonestBait: Forward References for Attractive but Faithful Headline Generation
Chih Yao Chen, Dennis Wu and Lun-Wei Ku
Controllable Conversation Generation with Conversation Structures via Diffusion Models
Jiaao Chen and Diyi Yang
Human-in-the-loop Abstractive Dialogue Summarization
Jiaao Chen, Mohan Dodda and Diyi Yang
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations
Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang and zhiheng huang
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation
Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei and Baobao Chang
Structural Contrastive Pretraining for Cross-Lingual Comprehension
Nuo Chen, Linjun Shou, Tengtao Song, Ming Gong, Jian Pei, Jianhui Chang, Daxin Jiang and Jia Li
Speech-to-Speech Translation for a Real-world Unwritten Language
Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Pino, Wei-Ning Hsu and Ann Lee
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering
Qianglong Chen, Guohai Xu, Ming Yan, Ji Zhang, Fei Huang, Luo Si and Yin Zhang
A Customized Text Sanitization Mechanism with Differential Privacy
Sai Chen, Fengran Mo, Yanhao Wang, Cen CHEN, Jian-Yun Nie, Chengyu Wang and Jamie Cui
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition
Sihao Chen, Senaka Buthpitiya, Alex Fabrikant, Dan Roth and Tal Schuster
Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning
Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun and Jie Zhou
Understanding Differential Search Index for Text Retrieval
Xiaoyang Chen, Yanjiang Liu, Ben He, Le Sun and Yingfei Sun
Towards Imperceptible Document Manipulations against Neural Ranking Models
Xuanang Chen, Ben He, Zheng Ye, Le Sun and Yingfei Sun
Frustratingly Easy Label Projection for Cross-lingual Transfer
Yang Chen, Chao Jiang, Alan Ritter and Wei Xu
Making Pre-trained Language Models both Task-solvers and Self-calibrators
Yangyi Chen, Xingyao Wang and Heng Ji
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework
Yangyi Chen, Hongcheng Gao, Ganqu CUI, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, hui xue, Zhiyuan Liu, Maosong Sun and Heng Ji
Prompt-Based Metric Learning for Few-Shot NER
Yanru Chen, Yanan Zheng and Zhilin Yang
Incomplete Utterance Rewriting as Sequential Greedy Tagging
Yunshan Chen
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities
Zhongzhi Chen, Guang Liu, Bo-Wen Zhang, Qinghong Yang and Ledell Wu
PAL: Persona-Augmented Emotional Support Conversation Generation
Jiale Cheng, Sahand Sabour, Hao Sun, Zhuang Chen and Minlie Huang
Improving Contrastive Learning of Sentence Embeddings from AI Feedback
Qinyuan Cheng, Xiaogui Yang, Tianxiang Sun, Linyang Li and Xipeng Qiu
A Set Prediction Network For Extractive Summarization
Xiaoxia Cheng, Yongliang Shen and Weiming Lu
Decouple knowledge from paramters for plug-and-play language modeling
Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao and Rui Yan
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding
Xuxin Cheng, Bowen Cao, Qichen YE, Zhihong Zhu, Hongxiang Li and Yuexian Zou
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data?
Zewen Chi, Heyan Huang and Xian-Ling Mao
Are Synonym Substitution Attacks Really Synonym Substitution Attacks?
Cheng-Han Chiang and Hung-yi Lee
End-to-End Argument Mining over Varying Rhetorical Structures
Elena Chistova
Fixed Input Parameterization for Efficient Prompting
Eunbi Choi, Yongrae Jo, Joel Jang, Joonwon Jang and Minjoon Seo
BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation
YunSeok Choi, Hyojun Kim and Jee-Hyong Lee
CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation
YunSeok Choi and Jee-Hyong Lee
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization
Prafulla Kumar Choubey, Alex Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu and Nazneen Rajani
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering
Yung-Sung Chuang, Wei Fang, Shang-Wen Li, Wen-tau Yih and James Glass
Categorial grammar induction from raw data
Christian Clark and William Schuler
Label Agnostic Pre-training for Zero-shot Text Classification
Christopher Clarke, Yuzhao Heng, Yiping Kang, Krisztian Flautner, Lingjia Tang and Jason Mars
From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds?
Albert Coil and Vered Shwartz
Universal Information Extraction with Meta-Pretrained Self-Retrieval
Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li and Bin Wang
Reinforcement Learning for Topic Models
Jeremy Costello and Marek Reformat
Context-Aware Document Simplification
Liam Cripwell, Joël Legrand and Claire Gardent
Explanation Graph Generation via Generative Pre-training over Synthetic Graphs
Han Cui, Shangzhan Li, Yu Zhang and Qi Shi
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction
Hejie Cui, Rongmei Lin, Nasser Zalmout, Chenwei Zhang, Jingbo Shang, Carl Yang and Xian Li
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction
Wanyun Cui and Xingran Chen
Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers
Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma, Zhifang Sui and Furu Wei
Domain Incremental Lifelong Learning in an Open World
Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang and Yongbin Li
Measuring and Mitigating Local Instability in Deep Neural Networks
Arghya Datta, Subhrangshu Nandi, Jingcheng Xu, Greg Ver Steeg, He Xie, Anoop Kumar and Aram Galstyan
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference
Michiel de Jong, Yury Zemlyanskiy, Joshua Ainslie, Nicholas FitzGerald, Sumit Sanghai, Fei Sha and William Cohen
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation
Jinghao Deng, Fanqi Wan, Tao Yang, Xiaojun Quan and Rui Wang
A Multi-task Learning Framework for Quality Estimation
Sourabh Deoghare, Paramveer Choudhary, Diptesh Kanojia, Tharindu Ranasinghe, Pushpak Bhattacharyya and Constantin Orăsan
Correction of Errors in Preference Ratings from Automated Metrics for Text Generation
Jan Deriu, Pius von Däniken, Don Tuggener and Mark Cieliebak
Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale.
Vijeta Deshpande, Dan Pechi, Shree Thatte, Vladislav Lialin and Anna Rumshisky
An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure
Nicolas Devatine, Philippe Muller and Chloé Braud
Aligning Offline Metrics and Human Judgments of Value for Code Generation Models
Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu and Saleema Amershi
Few-shot Classification with Hypersphere Modeling of Prototypes
Ning Ding, Yulin Chen, Ganqu CUI, Xiaobin Wang, Haitao Zheng, Zhiyuan Liu and Pengjun Xie
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks
Ruiqing Ding, Xiao Han and Leye Wang
Score It All Together: A Multi-Task Learning Study on Automatic Scoring of Argumentative Essays
Yuning Ding, Marie Bexte and Andrea Horbach
Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring
Heejin Do, Yunsu Kim and Gary Geunbae Lee
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints
Truong Do, Phuong Nguyen and Minh Nguyen
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training
Linhao Dong, Zhecheng An, Peihao Wu, Jun Zhang, Lu Lu and MA Zejun
PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts
Xiangjue Dong, Yun He, Ziwei Zhu and James Caverlee
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding
Yijiang Dong, Lara Martin and Chris Callison-Burch
Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents
Haowei Du, Yansong Feng, Chen Li, Yang Li, Yunshi Lan and Dongyan Zhao
Zero-shot Visual Question Answering with Language Model Feedback
Yifan Du, Junyi Li, Tianyi Tang, Wayne Xin Zhao and Ji-Rong Wen
Encoder and Decoder, Not One Less for Pre-trained Language Model Sponsored NMT
Sufeng Duan and Hai Zhao
LMentry: A Language Model Benchmark of Elementary Language Tasks
Avia Efrat, Or Honovich and Omer Levy
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation
Maha Elbayad, Anna Sun and Shruti Bhosale
ORCA: A Challenging Benchmark for Arabic Language Understanding
AbdelRahim Elmadany, ElMoatez Billah Nagoudi and Muhammad Abdul-Mageed
Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks
Sugyeong Eo, Hyeonseok Moon, Jinsung Kim, Yuna Hur, Jeongwook Kim, SongEun Lee, Changwoo Chun, SUNGSOO PARK and Heuiseok Lim
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning
Justus-Jonas Erker, Stefan Schaffer and Gerasimos Spanakis
Scale-Invariant Infinite Hierarchical Topic Model
Shusei Eshima and Daichi Mochihashi
Language acquisition: do children and language models follow similar learning stages?
Linnea Evanson, Yair Lakretz and Jean Rémi king
Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction
Martin Fajcik, Petr Motlicek and Pavel Smrz
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control
Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov and Louis-Philippe Morency
Understanding the Cooking Process with English Recipe Text
YI FAN and Anthony Hunter
Aerial Vision-and-Dialog Navigation
Yue Fan, Winson Chen, Tongzhou Jiang, Chun Zhou, Yi Zhang and Xin Wang
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding
Hao Fang, Anusha Balakrishnan, Harsh Jhamtani, John Bufe, Jean Crawford, Jayant Krishnamurthy, Adam Pauls, Jason Eisner, Jacob Andreas and Dan Klein
On Text-based Personality Computing: Challenges and Future Directions
Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri, Laura Boeschoten, Erik-Jan van Kesteren, Mahdi Shafiee Kamalabad and Daniel Oberski
Improving Grammatical Error Correction with Multimodal Feature Integration
Tao Fang, jinpeng hu, Derek F. Wong, Xiang Wan, Lidia S. Chao and Tsung-Hui Chang
TransGEC: Improving Grammatical Error Correction with Translationese
Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao and Min Zhang
Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making
Xuanjie Fang, Sijie Cheng, Yang Liu and wei wang
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction
Hao Fei, Meishan Zhang, Min Zhang and Tat-Seng Chua
Multi-Agent Language Learning: Symbolic Mapping
Yicheng Feng and Zongqing Lu
Improved Visual Story Generation with Adaptive Context Modeling
Zhangyin Feng, Yuchen Ren, Xinmiao Yu, Xiaocheng Feng, Duyu Tang, Shuming Shi and Bing Qin
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors
George Filandrianos, Edmund Dervakos, Orfeas Menis Mastromichalakis, Chrysoula Zerva and Giorgos Stamou
Cross-Domain Argument Quality Estimation
Michael Fromm, Max Berrendorf, Evgeniy Faerman and Thomas Seidl
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth and Bing Xiang
SETI: Systematicity Evaluation of Textual Inference
Xiyan Fu and Anette Frank
Re-appraising the Schema Linking for Text-to-SQL
Yujian Gan, Xinyun Chen and Matthew Purver
Easy-to-Hard Learning for Information Extraction
Chang Gao, Wenxuan Zhang, Wai Lam and Lidong Bing
Evaluating Factuality in Cross-lingual Summarization
Mingqi Gao, Wenqing Wang, Xiaojun Wan and Yuemei Xu
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization
Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu and Haifeng Wang
UMSE: Unified Multi-scenario Summarization Evaluation
Shen Gao, Zhitao Yao, Chongyang Tao, Xiuying Chen, Pengjie Ren, Zhaochun Ren and Zhumin CHEN
Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion
Yifu Gao, Yongquan He, Zhigang Kan, Yi Han, Linbo Qiao and Dongsheng Li
Data Augmentation for Low-Resource Keyphrase Generation
Krishna Garg, Jishnu Ray Chowdhury and Cornelia Caragea
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers
Felix Gaschi, Patricio Cerda, Parisa RASTIN and Yannick Toussaint
Detection and Mitigation of the Negative Impact of Dataset Extractivity on Abstractive Summarization
Yubin Ge, Sullam Jeoung, Ly Dinh and Jana Diesner
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data
Mozhdeh Gheini, Tatiana Likhomanenko, Matthias Sperber and Hendra Setiawan
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning
Sayan Ghosh, Rakesh R. Menon and Shashank Srivastava
Retrieval-Based Transformer for Table Augmentation
Michael Glass, Xueqing Wu, Ankita Rajaram Naik, Gaetano Rossiello and Alfio Gliozzo
This prompt is measuring <mask>: evaluating bias evaluation in language models
Seraphina Goldfarb-Tarrant, Eddie Ungless, Esma Balkir and Su Lin Blodgett
PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models
Zhuocheng Gong, Jiahao Liu, Qifan Wang, Yang Yang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao and Rui Yan
Robustness of Learning from Task Instructions
Jiasheng Gu, Hongyu Zhao, Hanzi Xu, Liangyu Nie, Hongyuan Mei and Wenpeng Yin
Trigger-Argument based Explanation for Event Detection
Yong Guan, Jiaoyan Chen, Freddy Lecue, Jeff Pan, Juanzi Li and Ru Li
NatCS: Eliciting Natural Customer Support Dialogues
James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang and Saab Mansour
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach
Jia Guo, Liying Cheng, Wenxuan Zhang, Stanley Kok, Xin Li and Lidong Bing
Adaptive Contrastive Knowledge Distillation for BERT Compression
Jinyang Guo, Jiaheng Liu, Zining Wang, Yuqing Ma, Ruihao Gong, Ke Xu and Xianglong Liu
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification
Kaihao Guo, Hang Yu, Cong Liao, Jianguo Li and Haipeng Zhang
EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata
Shaoru Guo, Chenhao Wang, Yubo Chen, Kang Liu, Ru Li and Jun Zhao
CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction
Xinnan Guo, Wentao Deng, Yongrui Chen, Yang Li, Mengdi Zhou, Guilin Qi, Tianxing Wu, Dong Yang, Liubin Wang and Yong Pan
Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks
Zhicheng Guo, Sijie Cheng, Yile Wang, Peng Li and Yang Liu
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages
Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha and Alessandro Moschitti
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning
Umang Gupta, Aram Galstyan and Greg Ver Steeg
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning
Hyeonmin Ha, SOYOUNG JUNG, Jinsol Park, Minjoon Seo, Seung-won Hwang and Byung-Gon Chun
Risks and NLP Design: A Case Study on Procedural Document QA
Nikita Haduong, Alice Gao and Noah A. Smith
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity
Katharina Haemmerl, Alina Fastowski, Jindřich Libovický and Alexander Fraser
Speaking Multiple Languages Affects the Moral Bias of Language Models
Katharina Haemmerl, Bjoern Deiseroth, Patrick Schramowski, Jindřich Libovický, Constantin Rothkopf, Alexander Fraser and Kristian Kersting
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks
Sherzod Hakimov and David Schlangen
When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario
Chengcheng Han, Liqing Cui, Renyu Zhu, Jianing Wang, Nuo Chen, Qiushi Sun, Xiang Li and Ming Gao
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations
Chi Han, Hengzhi Pei, Xinya Du and Heng Ji
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering
Rujun Han, Peng Qi, Yuhao Zhang, Lan Liu, Juliette Burger, William Yang Wang, zhiheng huang, Bing Xiang and Dan Roth
ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations
Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Koeppl, Hinrich Schütze and Volker Tresp
Rethinking Translation Memory Augmented Neural Machine Translation
Hongkun Hao, Guoping Huang, Lemao Liu, Zhirui Zhang, Shuming Shi and Rui Wang
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models
Shibo Hao, Bowen Tan, Kaiwen Tang, Bin Ni, Xiyan Shao, hengzhe zhang, Eric Xing and Zhiting Hu
D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias
Sabit Hassan and Malihe Alikhani
Taxonomy of Problems in Lexical Semantics
Bradley Hauer and Grzegorz Kondrak
Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks
Lukas Hauzenberger, Shahed Masoudian, Deepak Kumar, Markus Schedl and Navid Rekabsaz
RMSSinger: Realistic-Music-Score based Singing Voice Synthesis
Jinzheng He, Jinglin Liu, Zhenhui Ye, Rongjie Huang, Chenye Cui, Huadai Liu and Zhou Zhao
PEER: Pre-training ELECTRA Extended by Ranking
Ru He, Wei Wang, Songfang Huang and Fei Huang
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks
Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan and Dongmei Zhang
Language Model Analysis for Ontology Subsumption Inference
Yuan He, Jiaoyan Chen, Ernesto Jimenez-Ruiz, Hang Dong and Ian Horrocks
Synthetic Pre-Training Tasks for Neural Machine Translation
Zexue He, Graeme Blackwood, Rameswar Panda, Julian McAuley and Rogerio Feris
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator
Ziwei He, Meng Yang, Minwei Feng, Jingcheng Yin, Xinbing Wang, Jingwen Leng and Zhouhan Lin
Revisiting Sentence Union Generation as a Testbed for Text Consolidation
Eran Hirsch, Valentina Pyatkin, Ruben Wolhandler, Avi Caciularu, Asi Shefer and Ido Dagan
A Robust Information-Masking Approach for Domain Counterfactual Generation
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya and Soujanya Poria
Visual Coherence Loss for Coherent and Visually Grounded Story Generation
Xudong Hong, Vera Demberg, Asad Sayeed, Qiankun Zheng and Bernt Schiele
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Cheng-Yu Hsieh, Chun-Liang Li, CHIH-KUAN YEH, Hootan Nakhost, Yasuhisa Fujii, Alex Ratner, Ranjay Krishna, Chen-Yu Lee and Tomas Pfister
Code-Switched Text Synthesis in Unseen Language Pairs
I-Hung Hsu, Avik Ray, Shubham Garg, Nanyun Peng and Jing Huang
Improving Radiology Summarization with Radiograph and Anatomy Prompts
jinpeng hu, Zhihong Chen, Yang Liu, Xiang Wan and Tsung-Hui Chang
Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction
Mengting Hu, Yinhao Bai, Yike Wu, Zhen Zhang, Liqi Zhang, Hang Gao, Shiwan Zhao and Minlie Huang
Language Agnostic Multilingual Information Retrieval with Contrastive Learning
Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang and zhiheng huang
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks
Xuming Hu, Aiwei Liu, Zeqi Tan, Xin Zhang, Chenwei Zhang, Irwin King and Philip S. Yu
Automatic Table Union Search with Tabular Representation Learning
Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen and Philip S. Yu
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks
Xuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie, Fei Huang, Lijie Wen and Philip S. Yu
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Jiang Guo, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli and Bing Xiang
Improving Long Dialogue Summarization with Semantic Graph Representation
Yilun Hua, Zhaoyuan Deng and Kathleen McKeown
Towards Reasoning in Large Language Models: A Survey
Jie Huang and Kevin Chen-Chuan Chang
Can Language Models Be Specific? How?
Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong and Wen-mei Hwu
Transcribing Vocal Communications of Domestic Shiba lnu Dogs
Jieyi Huang, Chunhao Zhang, Mengyue Wu and Kenny Zhu
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training
Jing Huang, Zhengxuan Wu, Kyle Mahowald and Christopher Potts
FastDiff 2: Revisiting and Incorporating GANs and Diffusion Models in High-Fidelity Speech Synthesis
Rongjie Huang, Yi Ren, Ziyue Jiang, Chenye Cui, Jinglin Liu and Zhou Zhao
Prosody-TTS: Improving Prosody with Masked Autoencoder and Conditional Diffusion Model For Expressive Text-to-Speech
Rongjie Huang, Chunlei Zhang, Yi Ren, Zhou Zhao and Dong Yu
Adaptive Ordered Information Extraction with Deep Reinforcement Learning
Wenhao Huang, Jiaqing Liang, Zhixu Li, Yanghua Xiao and chuanjun ji
PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition
Yucheng Huang, wenqiang liu, Xianli Zhang, JUN LANG, Tieliang Gong and Chen Li
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun and Wei Wang
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers
Chia-Chien Hung, Lukas Lange and Jannik Strötgen
EmbedTextNet: Dimension Reduction with Weighted Reconstruction and Correlation Losses for Efficient Text Embedding
Dae Yon Hwang, Bilal Taha and Yaroslav Nechaev
DP-BART for Privatized Text Rewriting under Local Differential Privacy
Timour Igamberdiev and Ivan Habernal
Automatic Readability Assessment for Closely Related Languages
Joseph Marvin Imperial and Ekaterina Kochmar
End-to-End Task-Oriented Dialogue Systems Based on Schema
Wiradee Imrattanatrai and Ken Fukuda
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection
Shadi Iskander, Kira Radinsky and Yonatan Belinkov
Differentiable Instruction Optimization for Cross-Task Generalization
Masaru Isonuma, Junichiro Mori and Ichiro Sakata
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors
Hamish Ivison, Noah A. Smith, Hannaneh Hajishirzi and Pradeep Dasigi
Figurative Language Processing: A Linguistically Informed Feature Analysis of the Behavior of Language Models and Humans
Hyewon Jang, Qi Yu and Diego Frassinelli
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation
Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks Lakshmanan, V.S., Ahmed Hassan Awadallah, Sebastien Bubeck and Jianfeng Gao
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang and Jong Park
Typology Guided Multilingual Position Representations: Case on Dependency Parsing
Tao Ji, Yuanbin Wu and xiaoling Wang
Early Exit with Disentangled Representation and Equiangular Tight Frame
Yixin Ji, Jikai Wang, Juntao Li, Qiang Chen, Wenliang Chen and Min Zhang
RHO (ρ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding
Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng and Pascale Fung
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues
Qi Jia, Haifeng Tang and Kenny Zhu
Sentence Ordering with a Coherence Verifier
Sainan Jia, Wei Song, Jiefu Gong, Shijin Wang and Ting Liu
Exploiting Pseudo Image Captions for Multimodal Summarization
Chaoya Jiang, Rui Xie, Wei Ye, Jinan Sun and Shikun Zhang
A Pilot Study on Dialogue-Level Dependency Parsing for Chinese
Gongyao Jiang, Shuang Liu, Meishan Zhang and Min Zhang
Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun and Jiawei Han
Misleading Relation Classifiers by Substituting Words in Texts
Tian Jiang, Yunqi Liu, Yan Feng, Yuqing Li and Xiaohui Cui
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition
Yuxin Jiang, Linhan Zhang and Wei Wang
"Low-Resource" Text Classification: A Parameter-Free Classification Method with Compressors
Zhiying Jiang, Matthew Yang, Mikhail Tsirlin, Raphael Tang, Yiqin Dai and Jimmy Lin
Interpreting Sentiment Composition with Latent Semantic Tree
Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jiansong Chen, Jun Zhao and Kang Liu
FluentSpeech: Stutter-Oriented Automatic Speech Editing with Context-Aware Diffusion Models
Ziyue Jiang, Qian Yang, Jialong Zuo, Zhenhui Ye, Rongjie Huang, Yi Ren and Zhou Zhao
A Self-Supervised Integration Method of Pretrained Language Models and Word Definitions
Hwiyeol Jo
NewsMet : A ‘do it all’ Dataset of Contemporary Metaphors in News Headlines
Rohan Joseph, Timothy Liu, Aik Beng Ng, Simon See and Sunny Rai
COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP
Fanny Jourdan, Agustin Picard, Thomas Fel, Laurent Risser, Jean-Michel Loubes and Nicholas Asher
Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts
Tianjie Ju, Yubin Zheng, Hanyi Wang, Haodong Zhao and Gongshen Liu
Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods
Josip Jukić, Martin Tutek and Jan Snajder
Feature Interactions Reveal Linguistic Structure in Language Models
Jaap Jumelet and Willem Zuidema
Retrieval-augmented Video Encoding for Instructional Captioning
Yeonjoon Jung, Minsoo Kim, Seungtaek Choi, Jihyuk Kim, Minji Seo and Seung-won Hwang
Pulling Out All The Full Stops: Punctuation Sensitivity in Neural Machine Translation and Evaluation
Prathyusha Jwalapuram
Multi-lingual and Multi-cultural Figurative Language Understanding
Anubha Kabra, Emmy Liu, Simran Khanuja, Alham Fikri Aji, Genta Winata, Samuel Cahyawijaya, Anuoluwapo Aremu, Perez Ogayo and Graham Neubig
TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model
Patrick Kahardipraja, Brielen Madureira and David Schlangen
Replace and Report: NLP Assisted Radiology Report Generation
Kaveri Kale, Pushpak Bhattacharyya and Kshitij Jadhav
Quantifying Train-Evaluation Overlap with Nearest Neighbors
Gauri Kambhatla, Thuy Nguyen and Eunsol Choi
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation
Liyan Kang, Luyang Huang, Ningxin Peng, Peihao Zhu, Zewei Sun, Shanbo Cheng, Mingxuan Wang, Degen Huang and Jinsong Su
Mapping Brains with Language Models: A Survey
Antonia Karamolegkou, Mostafa Abdou and Anders Søgaard
Neural Networks Against (and For) Self-Training: Classification with Small Labeled and Large Unlabeled Sets
Payam Karisani
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation
Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori and Ichiro Sakata
DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models
Amr Keleg and Walid Magdy
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text
Yova Kementchedjhieva and Ilias Chalkidis
InfoSync: Information Synchronization across Multilingual Semi-structured Tables
Siddharth Khincha, Chelsi Jain, Vivek Gupta, Tushar Kataria and Shuo Zhang
Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding
Erica Kido Shimomoto, Edison Marrese-Taylor, Hiroya Takamura, Ichiro Kobayashi, Hideki Nakayama and Yusuke Miyao
Enhancing Few-shot Cross-lingual Transfer with Target Language Peculiar Examples
Hwichan Kim and Mamoru Komachi
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers
Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park and Sungchul Choi
Critic-Guided Decoding for Controlled Text Generation
Minbeom Kim, Hwanhee Lee, Kang Min Yoo, Joonsuk Park, Hwaran Lee and Kyomin Jung
Reconstruction Probing
Najoung Kim, Jatin Khilnani, Alex Warstadt and Abdelrahim Qaddoumi
Client-Customized Adaptation for Parameter-Efficient Federated Learning
Yeachan Kim, Junho Kim, Wing-Lam Mok, Jun-Hyung Park and SangKeun Lee
Injecting Comparison Skills in Task-Oriented Dialogue Systems for Database Search Results Disambiguation
Yongil Kim, Yerin Hwang, Joongbo Shin, Hyunkyung Bae and Kyomin Jung
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking
Brendan King and Jeffrey Flanigan
ClaimDiff: Comparing and Contrasting Claims on Contentious Issues
Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang and Minjoon Seo
Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion
Wei-Jen Ko, Yating Wu, Cutter J. Dalton, Dananjay T. Srinivas, Greg Durrett and Junyi Jessy Li
Forecasting Earnings Surprises from Conference Call Transcripts
Ross Koval, Nicholas Andrews and Xifeng Yan
Revisiting Pathologies of Neural Models under Input Reduction
Canasai Kruengkrai and Junichi Yamagishi
An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing
Mayank Kulkarni, Aoxiao Zhong, Nicolas Guenon des mesnards, Sahar Movaghati, Mukund Sridhar, He Xie and Jianhua Lu
Controlled Text Generation with Hidden Representation Transformations
Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha and Emilio Ferrara
Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers
Vikram Kumaran, Jonathan Rowe, Bradford Mott, Snigdha Chaturvedi and James Lester
Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games
Bolin Lai, Hongxin Zhang, Miao Liu, Aryan Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James Rehg and Diyi Yang
Multilingual Multi-Figurative Language Detection
Huiyuan Lai, Antonio Toral and Malvina Nissim
Large Language Models Are Partially Primed in Pronoun Interpretation
Suet-Ying Lam, Qingcheng Zeng, Kexun Zhang, Chenyu You and Rob Voigt
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Md Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty and Jimmy Huang
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration
Dongkyu Lee, Gyeonghun KIM, Janghoon Han, Taesuk Hong, Yi-Reun Kim, Stanley Jungkyu Choi and Nevin L. Zhang
Nonparametric Decoding for Generative Retrieval
Hyunji Lee, JaeYoung Kim, Hoyeon Chang, hanseok Oh, Sohee Yang, Vladimir Karpukhin, Yi Lu and Minjoon Seo
When to Read Documents or QA History: On Unified and Selective Open-domain QA
Kyungjae Lee, Sang-eun Han, Seung-won Hwang and Moontae Lee
Common Law Annotations: Investigating the Stability of Dialog System Output Annotations
Seunggun Lee, Alexandra DeLucia, Nikita Nangia, Praneeth Ganedi, Ryan Guan, Rubing Li, Britney Ngaw, Aditya Singhal, Shalaka Vaidya, Zijun Yuan, Lining Zhang and João Sedoc
A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT
Youbin Lee, Deokgi Kim, Byung-Won On and Ingyu Lee
CKDST: Comprehensively and Effectively Distill Knowledge from Machine Translation to End-to-End Speech Translation
Yikun Lei, Zhengshan Xue, Xiaohu Zhao, Haoran Sun, Shaolin Zhu, xiaodong lin and Deyi Xiong
Diable: Efficient Dialogue State Tracking as Operations on Tables
Pietro Lesci, Yoshinari Fujinuma, Momchil Hardalov, Chao Shang and Lluis Marquez
TranSFormer: Slow-Fast Transformer for Machine Translation
Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao and Jingbo Zhu
Language Modeling with Latent Situations
Belinda Z. Li, Maxwell Nye and Jacob Andreas
DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis
Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua and Donghong Ji
Large Language Models with Controllable Working Memory
Daliang Li, Ankit Singh Rawat, Manzil Zaheer, Xin Wang, Michal Lukasik, Andreas Veit, Felix Yu and Sanjiv Kumar
Triplet-Free Knowledge-Guided Response Generation
Dongming Li, Jianfeng Liu and Baoyuan Wang
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence
Haoran LI, Mingshi XU and Yangqiu Song
Aspect-aware Unsupervised Extractive Opinion Summarization
Haoyuan Li, Somnath Basu Roy Chowdhury and Snigdha Chaturvedi
Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension
Jiangnan Li, Mo Yu, Fandong Meng, Zheng Lin, Peng Fu, Weiping Wang and Jie Zhou
Defending against Insertion-based Textual Backdoor Attacks via Attribution
Jiazhao Li, Zhuofeng Wu, Wei Ping, Chaowei Xiao and V.G.Vinod Vydiswaran
Exploring Schema Generalizability of Text-to-SQL
Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang and Kai Yu
Rethinking Document-Level Relation Extraction: A Reality Check
Jing Li, Yequan Wang, Shuai Zhang and Min Zhang
The Web Can Be Your Oyster for Improving Language Models
Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie and Ji-Rong Wen
Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation
Linjun Li, Tao Jin, Xize Cheng, Ye Wang, Wang Lin, Rongjie Huang and Zhou Zhao
Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context
Moxin Li, Wenjie Wang, Fuli Feng, Hanwang Zhang, Qifan Wang and Tat-Seng Chua
ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization
Peiyao Li, Zhengkun Zhang, Jun Wang, Liang Li, Adam Jatowt and Zhenglu Yang
A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition
Qi Li, Tingyu Xie, Peng Peng, Hongwei Wang and Gaoang Wang
Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction
Qian Li, Shu Guo, Cheng Ji, Xutan Peng, Shiyao Cui, Jianxin Li and Lihong Wang
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding
Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang and Chengwei Qin
Explanation Regeneration via Information Bottleneck
Qintong Li, Zhiyong Wu, Lingpeng Kong and Wei Bi
AlignSTS: Speech-to-Singing Conversion via Cross-Modal Alignment
Ruiqi Li, Rongjie Huang, Lichao Zhang, Jinglin Liu and Zhou Zhao
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System
Shimin Li, Xiaotian Zhang, Yanjun Zheng, Linyang Li and Xipeng Qiu
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer
Shuang Li, Xuming Hu, Aiwei Liu, Yawen Yang, Fukun Ma, Philip S. Yu and Lijie Wen
NewsDialogues: Towards Proactive News Grounded Conversation
Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu and Yujiu Yang
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution
Tianjian Li and Kenton Murray
A Sequence-to-Sequence&Set Model for Text-to-Table Generation
Tong Li, Zhihao Wang, Liangying Shao, Xuling Zheng, Xiaoli Wang and Jinsong Su
Recurrent Attention Networks for Long-text Modeling
Xianming Li, Zongxi Li, Xiaotian Luo, Haoran Xie, Xing Lee, Yingbin Zhao, Fu Lee Wang and Qing Li
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu and Ge Yu
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation
XINZE LI, Yixin Cao, Muhao Chen and Aixin Sun
Extracting Shopping Interest-Related Product Types from the Web
Yinghao Li, Colin Lockard, Prashant Shiralkar and Chao Zhang
Distilling Calibrated Knowledge for Stance Detection
Yingjie Li and Cornelia Caragea
MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning
Yitian Li, Jidong Tian, Caoyun Fan, Wenqing Chen, Hao He and Yaohui Jin
A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering
Yu Li, Bojie Hu, Fengshuo Zhang, Yahan Yu, Jian Liu, Yufeng Chen and Jinan Xu
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing
Zhuang Li, Yuyang Chai, Terry Yue Zhuo, Lizhen Qu, Gholamreza Haffari, Fei Li, Donghong Ji and Quan Hung Tran
QAP: A Quantum-Inspired Adaptive-Priority-Learning Model for Multimodal Emotion Recognition
Ziming Li, Yan Zhou, Yaxin Liu, Fuqing Zhu, Chuanpeng Yang and Songlin Hu
Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime
Zitong Li, Jiawei Li, Haifeng Tang, Kenny Zhu and Ruolan Yang
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals
Hongru Liang, Jia Liu, Weihong Du, Dingnan Jin, Wenqiang Lei, Zujie Wen and Jiancheng Lv
Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination
Jianxin Liang, Chang Liu, Chongyang Tao, Jiazhan Feng and Dongyan Zhao
Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages
Tomasz Limisiewicz, Jiří Balhar and David Mareček
An Effective Deployment of Contrastive Learning in Multi-label Text Classification
Nankai Lin, Guanqiu Qin, Gang Wang, Dong Zhou and Aimin Yang
Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting
Ruixi Lin and Hwee Tou Ng
SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations
Victoria Lin and Louis-Philippe Morency
Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words
Yang Lin, Xin Gao, Xu Chu, Yasha Wang, Junfeng Zhao and Chao Chen
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations
Zixuan Ling, Xiaoqing Zheng, Jianhan Xu, Jinshu Lin, Kai-Wei Chang, Cho-Jui Hsieh and Xuanjing Huang
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing
Aiwei Liu, Wei Liu, Xuming Hu, Shuang Li, Fukun Ma, Yawen Yang and Lijie Wen
MTGP: Multi-turn Target-oriented Dialogue Guided by Generative Global Path with Flexible Turns
Anqi Liu, Bo Wang, Yue Tan, Dongming Zhao, Kun Huang, Ruifang He and Yuexian Hou
Zero-Shot Text Classification via Self-Supervised Tuning
Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu, Chip Hong Chang and Lidong Bing
Code Execution with Pre-trained Language Models
Chenxiao Liu, Shuai Lu, Weizhu Chen, Daxin Jiang, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan and Nan Duan
DePlot: One-shot visual language reasoning by plot-to-table translation
Fangyu Liu, Julian Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier and Yasemin Altun
Interpretable Multimodal Misinformation Detection with Logic Reasoning
Hui Liu, Wenya Wang and Haoliang Li
A Language-First Approach for Procedure Planning
Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li and Heng Ji
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction
Minqian Liu and Lifu Huang
WebDP: Understanding Discourse Structures in Semi-Structured Web Documents
Peilin Liu, Hongyu Lin, Meng Liao, Hao Xiang, Xianpei Han and Le Sun
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks
Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang and Jiaoyan Chen
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance
Wanlong Liu, shaohuan cheng, Dingyi Zeng and Qu Hong
Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role
Wei Liu, Songlin Yang and Kewei Tu
I am PsyAM: Modeling Happiness with Cognitive Appraisal Dimensions
Xuan Liu and Kokil Jaidka
Deeply Coupled Cross-Modal Prompt Learning
Xuejing Liu, Wei Tang, Jinghui Lu, Rui Zhao, Zhaojun Guo and Fei Tan
RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs
Xukai Liu, Kai Zhang, Ye Liu, Enhong Chen, Zhenya Huang, Linan Yue and Jiaxian Yan
Enhancing Hierarchical Text Classification through Knowledge Graph Integration
Ye Liu, Kai Zhang, Zhenya Huang, Kehang Wang, Yanghai Zhang, Qi Liu and Enhong Chen
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter
Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang and Xu Sun
Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models
Zhengxiao Liu, Bowen Shen, Zheng Lin, Fali Wang and Weiping Wang
Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation
Zhu Liu and Ying Liu
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark
Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li and Xiaojie WANG
OpineSum: Entailment-based self-training for abstractive opinion summarization
Annie Louis and Joshua Maynez
Multi-hop Evidence Retrieval for Cross-document Relation Extraction
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma and Muhao Chen
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization
Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh and Phillippe Langlais
Asymmetric feature interaction for interpreting model predictions
Xiaolei Lu, Jianghong Ma and Haode Zhang
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets
Yu Lu, Junwei Bao, Zichen Ma, Xiaoguang Han, Youzheng Wu, Shuguang Cui and Xiaodong He
Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications
Li Lucy, Jesse Dodge, David Bamman and Katherine Keith
Prototype-Based Interpretability for Legal Citation Prediction
Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan and Xiaodan Zhu
Together We Make Sense–Learning Meta-Sense Embeddings
Haochen Luo, Yi Zhou and Danushka Bollegala
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction
Bo Lv, Xin Liu, Shaojie Dai, Nayu Liu, Fan Yang, Ping Luo and Yue Yu
LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing
Xiuqing Lv, Peng Zhang, sunzhu li, Guobing Gan and Yueheng Sun
I run as fast as a rabbit, can you? A Multilingual Simile Dialogues Datasets
Longxuan Ma, Wei-Nan Zhang, Shuhan Zhou, churui sun, Changxin Ke and Ting Liu
Coarse-to-fine Few-shot Learning for Named Entity Recognition
Ruotian Ma, zhang lin, xuanting chen, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao and Yun Wen Chen
Domain-specific Attention with Distributional Signatures for Multi-Domain End-to-end Task-Oriented Dialogue
Xing Ma, Peng Zhang and Feifei Zhao
A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing
Ye Ma, Mingming Sun and Ping Li
Robustness of Multi-Source MT to Transcription Errors
Dominik Macháček, Peter Polak, Ondřej Bojar and Raj Dabre
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation
Rahul Madhavan, Rishabh Garg, Kahini Wadhawan and Sameep Mehta
Reproducibility in NLP: What Have We Learned from the Checklist?
Ian Magnusson, Noah A. Smith and Jesse Dodge
Search-Oriented Conversational Query Editing
Kelong Mao, Zhicheng Dou, Bang Liu, Hongjin Qian, Fengran Mo, Xiangli Wu, Xiaohua Cheng and Zhao Cao
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training
Kelly Marchisio, Patrick Lewis, Yihong Chen and Mikel Artetxe
On the Limitations of Simulating Active Learning
Katerina Margatina and Nikolaos Aletras
Cross-lingual AMR Aligner: Paying Attention to Cross-Attention
Abelardo Carlos Martínez Lorenzo, Pere-Lluís Huguet Cabot and Roberto Navigli
Membership Inference Attacks against Language Models via Neighbourhood Comparison
Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schoelkopf, Mrinmaya Sachan and Taylor Berg-Kirkpatrick
Trade-Offs Between Fairness and Privacy in Language Modeling
Cleo Matzken, Steffen Eger and Ivan Habernal
An Extensive Exploration of Back-Translation in 60 Languages
Paul McNamee and Kevin Duh
Verifying Annotation Agreement without Multiple Experts: A Case Study with Gujarati SNACS
Maitrey Mehta and Vivek Srikumar
Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI
Alex Mei, Sharon Levy and William Yang Wang
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation
Rui Meng, Tong Wang, Xingdi Yuan, Yingbo Zhou and Daqing He
Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation
Francois Meyer and Jan Buys
Nonparametric Masked Language Modeling
Sewon Min, Weijia Shi, Mike Lewis, Xilun Chen, Wen-tau Yih, Hannaneh Hajishirzi and Luke Zettlemoyer
History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion
Mehrnoosh Mirtaheri, Mohammad Rostami and Aram Galstyan
Leveraging Synthetic Targets for Machine Translation
Sarthak Mittal, Oleksii Hrinchuk and Oleksii Kuchaiev
Dynamic Structured Neural Topic Model with Self-Attention Mechanism
Nozomu Miyamoto, Masaru Isonuma, Sho Takase, Junichiro Mori and Ichiro Sakata
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue
Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulić, Anna Korhonen and Alexandra Birch
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question
Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan, James Henderson and Marzieh Saeidi
GVdoc - Graph-based Visual DOcument Classification
Fnu Mohbat, Mohammed J Zaki, Catherine Finegan-Dollak and Ashish Verma
Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models
Robert Morabito, Jad Kabbara and Ali Emami
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents
Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gael de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong and Monica Lam
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation
Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow and Yanai Elazar
A Simple, Yet Effective Approach to Finding Biases in Code Generation
Spyridon Mouselinos, Mateusz Malinowski and Henryk Michalewski
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning
Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang and Hamed Firooz
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos and Alexander Gray
Towards Generative Event Factuality Prediction
John Murzaku, Tyler Osborne, Amittai Aviram and Owen Rambow
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization
Pranav Nair, Sukomal Pal and Pradeepika Verma
AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese
Abhijnan Nath, Sheikh Mannan and Nikhil Krishnaswamy
Knowledge Graph Embeddings using Neural Itˆ𝑜 Process: From Multiple Walks to Stochastic Trajectories
Mojtaba Nayyeri, Bo Xiong, Majid Mohammadi, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Jens Lehmann and Steffen Staab
SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries
Chau Nguyen, Tim French, Wei Liu and Michael Stewart
Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection
Chien Nguyen, Linh Ngo and Thien Nguyen
Enhancing Cross-lingual Transfer via Phonemic Transcription Integration
Hoang Nguyen, Chenwei Zhang, Tao Zhang, Eugene Rohrbaugh and Philip Yu
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing and Anh Tuan Luu
VoteTRANS: Detecting Adversarial Text without Training by Voting on Hard Labels of Transformations
Hoang-Quoc Nguyen-Son, Seira Hidano, Kazuhide Fukushima, Shinsaku Kiyomoto and Isao Echizen
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages
Ercong Nie, Sheng Liang, Helmut Schmid and Hinrich Schütze
AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking
Yuxiang Nie, Heyan Huang, Wei Wei and Xian-Ling Mao
Learning to Generalize for Cross-domain QA
Yingjie Niu, Linyi Yang, Ruihai Dong and Yue Zhang
Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding
Venkata Prabhakara Sarath Nookala, Gaurav Verma, Subhabrata Mukherjee and Srijan Kumar
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Perez and Maksims Volkovs
Second Language Acquisition of Neural Language Models
Miyu Oba, Tatsuki Kuribayashi, Hiroki Ouchi and Taro Watanabe
Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection
Nicolas Ocampo, Elena Cabrio and Serena Villata
Grounding the Lexical Substitution Task in Entailment
Talgat Omarov and Grzegorz Kondrak
How does the brain process syntactic structure while listening?
SUBBA REDDY OOTA, Mounika Marreddy, Manish Gupta and Raju Bapi
World Models for Math Story Problems
Andreas Opedal, Niklas Stoehr, Abulhair Saparov and Mrinmaya Sachan
Retrieving Multimodal Prompts for Generative Visual Question Answering
Timothy Ossowski and Junjie Hu
Pragmatic Inference with a CLIP Listener for Contrastive Captioning
Jiefu Ou, Benno Krojer and Daniel Fried
Interactive Concept Learning for Uncovering Latent Themes in Large Text Collections
Maria Leonor Pacheco, Tunazzina Islam, Lyle Ungar, Ming Yin and Dan Goldwasser
LR-Sum: Summarization for Less-Resourced Languages
Chester Palen-Michel and Constantine Lignos
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language
Shantipriya Parida, Idris Abdulmumin, Shamsuddeen Hassan Muhammad, Aneesh Bose, Guneet Singh Kohli, Ibrahim Said Ahmad, Ketan Kotwal, Sayan Deb Sarkar, Ondřej Bojar and Habeebah Kakudi
DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation
ChaeHun Park, Seungil Lee, Daniel Rim and Jaegul Choo
Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification
Seongmin Park, kyungho kim and Jihwa Lee
Cross-Lingual Transfer with Target Language-Ready Task Adapters
Marinela Parovic, Alan Ansell, Ivan Vulić and Anna Korhonen
Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation
Shichao Pei, qiannan zhang and Xiangliang Zhang
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation
Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu and Weixing Shen
Contextualized Semantic Distance between Highly Overlapped Texts
Letian Peng, Zuchao Li and Hai Zhao
NormNet: Normalize Noun Phrases for More Robust NLP
Minlong Peng and Mingming Sun
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning
Shuai Peng, Di Fu, Yijun Liang, Liangcai Gao and Zhi TANG
Discovering Language Model Behaviors with Model-Written Evaluations
Ethan Perez, Sam Ringer, Kamile Lukosiute, Karina Nguyen, Edwin Chen, Scott Heiner, Craig Pettit, Catherine Olsson, Sandipan Kundu, Saurav Kadavath, Andy Jones, Anna Chen, Benjamin Mann, Brian Israel, Bryan Seethor, Cameron McKinnon, Christopher Olah, Da Yan, Daniela Amodei, Dario Amodei, Dawn Drain, Dustin Li, Eli Tran-Johnson, Guro Khundadze, Jackson Kernion, James Landis, Jamie Kerr, Jared Mueller, Jeeyoon Hyun, Joshua Landau, kamal ndousse, Landon Goldberg, Liane Lovitt, Martin Lucas, Michael Sellitto, Miranda Zhang, Neerav Kingsland, Nelson Elhage, Nicholas Joseph, Noemi Mercado, Nova DasSarma, Oliver Rausch, Robin Larson, Sam McCandlish, Scott Johnston, Shauna Kravec, Sheer El Showk, Tamera Lanham, Timothy Telleen-Lawton, Tom Brown, Tom Henighan, Tristan Hume, Yuntao Bai, Zac Hatfield-Dodds, Jack Clark, Samuel R. Bowman, Amanda Askell, Roger Grosse, Danny Hernandez, Deep Ganguli, Evan Hubinger, Nicholas Schiefer and Jared Kaplan
Exploring Variation of Results from Different Experimental Conditions
Maja Popović, Mohammad Arvan, Natalie Parde and Anya Belz
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training
Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min and Thien Nguyen
Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors
Peng Qi, Yuyang Zhao, Yufeng Shen, Wei Ji, Juan Cao and Tat-Seng Chua
PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations
Peng Qi, Nina Du, Christopher Manning and Jing Huang
Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis
Fan Qian, Jiqing Han, Yongjun He, Tieran Zheng and Guibin Zheng
Improving Knowledge Graph Completion with Generative Hard Negative Mining
Zile Qiao, Wei Ye, Dingyao Yu, Tong Mo, Weiping Li and Shikun Zhang
MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System
Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che and Ruifeng Xu
CLIPText: A New Paradigm for Zero-shot Text Classification
Libo Qin, Weiyun Wang, Qiguang Chen and Wanxiang Che
Recyclable Tuning for Continual Pre-training
Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun and Jie Zhou
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment
Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao and Hailin Jin
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification
Adir Rahamim, Guy Uziel, Esther Goldbraich and Ateret Anaby Tavor
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting
Rita Ramos, Bruno Martins and Desmond Elliott
A New Task and Dataset on Detecting Attacks on Human Rights Defenders
Shihao Ran, Di Lu, Aoife Cahill, Joel Tetreault and Alejandro Jaimes
Teacher and Student Models of Offensive Language in Social Media
Tharindu Ranasinghe and Marcos Zampieri
Unsupervised Summarization Re-ranking
Mathieu Ravaut, Shafiq Joty and Nancy Chen
Residual Prompt Tuning: improving prompt tuning with residual reparameterization
Anastasiia Razdaibiedina, Yuning Mao, Madian Khabsa, Mike Lewis, Rui Hou, Jimmy Ba and Amjad Almahairi
Fighting Bias With Bias: Promoting Model Robustness by Amplifying Dataset Biases
Yuval Reif and Roy Schwartz
Constructing Procedural Graphs with Multiple Dependency Relations: A New Dataset and Baseline
Haopeng Ren, Yushi Zeng, Yi Cai, Bihan Zhou and Zetao Lian
Delving into the Openness of CLIP
Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao and Xu Sun
Pruning Pre-trained Language Models with Principled Importance and Self-regularization
Siyu Ren and Kenny Zhu
HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models
Yuqi Ren and Deyi Xiong
The Coreference under Transformation Labeling Dataset: Entity Tracking in Procedural Texts Using Event Models
Kyeongmin Rim, Jingxuan Tu, Bingyang Ye, Marc Verhagen, Eben Holderness and James Pustejovsky
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
Swarnadeep Saha, Xinyan Yu, Mohit Bansal, Ramakanth Pasunuru and Asli Celikyilmaz
With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages
Nihar Sahoo, Niteesh Mallela and Pushpak Bhattacharyya
Predicting Numerals in Text Using Nearest Neighbor Language Models
Taku Sakamoto and Akiko Aizawa
DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies
Vishal Saley, Rocktim Das, Dinesh Raghu and Mausam
Tokenization with Factorized Subword Encoding
David Samuel and Lilja Øvrelid
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md Arafat Sultan, Salim Roukos, Matei Zaharia and Christopher Potts
Curating Datasets for Better Performance with Example Training Dynamics
Aviad Sar-Shalom and Roy Schwartz
Echoes from Alexandria: A Large Resource for Multilingual Book Summarization
Alessandro Scirè, Simone Conia, Simone Ciciliano and Roberto Navigli
Stubborn Lexical Bias in Data and Models
Sofia Serrano, Jesse Dodge and Noah A. Smith
Numeric Magnitude Comparison Effects in Large Language Models
Raj Shah, Vijay Marupudi, Reba Koenen, Khushi Bhardwaj and Sashank Varma
HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model
Simra Shahid, Tanay Anand, Nikitha Srikanth, Sumit Bhatia, Balaji Krishnamurthy and nikaash puri
Modeling Cross-Cultural Pragmatic Inference with Codenames Duet
Omar Shaikh, Caleb Ziems, William Held, Aryan Pariani, Fred Morstatter and Diyi Yang
Joint Generator-Ranker Learning for Natural Language Generation
Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan, Nan Duan and Weizhu Chen
AMR-TST: Abstract Meaning Representation-based Text Style Transfer
Kaize Shi, Xueyao Sun, LI HE, Dingxian Wang, Qing Li and Guandong Xu
Rethinking Semi-supervised Learning with Language Models
Zhengxiang Shi, Francesco Tonolini, Nikolaos Aletras, Emine Yilmaz, Gabriella Kazai and Yunlong Jiao
A Unified Generative Approach to Product Attribute-Value Identification
Keiji Shinzato, Naoki Yoshinaga, Yandi Xia and Wei-Te Chen
Distilling Reasoning Capabilities into Smaller Language Models
Kumar Shridhar, Alessandro Stolfo and Mrinmaya Sachan
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition
Shuzheng Si, Zefan Cai, Shuang Zeng, Guoqiang Feng, Jiaxing Lin and Baobao Chang
NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization
Amir Soleimani, Christof C. Monz and marcel worring
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training
Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi and Dong Yu
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems
Chiyu Song, Hongliang He, Haofei Yu, Pengfei Fang, Leyang Cui and Zhenzhong Lan
Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency
Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune Gwon and Sungroh Yoon
Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function
Mingyang Song, Haiyun Jiang, Lemao Liu, Shuming Shi and Liping Jing
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints
Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao YU and Jun Zhao
One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-tau Yih, Noah A. Smith, Luke Zettlemoyer and Tao Yu
PruMUX: Augmenting Data Multiplexing with Model Compression
Yushan Su, Vishvak Murahari, Karthik Narasimhan and Kai Li
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance
Arjun Subramonian, Xingdi Yuan, Hal Daumé III and Su Lin Blodgett
On Degrees of Freedom in Defining and Testing Natural Language Understanding
Saku Sugawara and Shun Tsugita
Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog
Haipeng Sun, Junwei Bao, Youzheng Wu and Xiaodong He
Fusion or Defusion? Flexible Vision-and-Language Pre-Training
Rongyi Sun, Ziran Li, Yifeng Ding, Qifan Wang, Jingang Wang, Haitao Zheng, Wei Wu and Yunsen Xian
UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding
Rui Sun, Zhecan Wang, Haoxuan You, Noel Codella, Kai-Wei Chang and Shih-Fu Chang
TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees
Siqi Sun and Wenjie Ruan
Probing Graph Decomposition for Argument Pair Extraction
Yang Sun, Bin Liang, Jianzhu Bao, Yice Zhang, Geng Tu, Min Yang and Ruifeng Xu
SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme
Yusen Sun, Liangyou Li, Qun Liu and Dit-Yan Yeung
Optimizing Test-Time Query Representations for Dense Retrieval
Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen and Jinhyuk Lee
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding
Mirac Suzgun, Luke Melas-Kyriazi and Dan Jurafsky
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
Mirac Suzgun, Nathan Scales, Nathanael Schärli, Sebastian Gehrmann, Yi Tay, Hyung Won Chung, Aakanksha Chowdhery, Quoc Le, Ed Chi, Denny Zhou and Jason Wei
B2T Connection: Serving Stability and Performance in Deep Transformers
Sho Takase, Shun Kiyono, Sosuke Kobayashi and Jun Suzuki
Speaking the Language of Your Listener: Audience-Aware Adaptation via Plug-and-Play Theory of Mind
Ece Takmaz, Nicolo’ Brandizzi, Mario Giulianelli, Sandro Pezzelle and Raquel Fernandez
Evaluating the Factual Consistency of Large Language Models Through News Summarization
Derek Tam, Anisha Mascarenhas, Shiyue Zhang, Sarah Kwan, Mohit Bansal and Colin Raffel
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data
Qingyu Tan, Lu Xu, Lidong Bing and Hwee Tou Ng
Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method
Shicheng Tan, Weng Lam Tam, Yuanchun Wang, Wenwen Gong, Shu Zhao, Peng Zhang and Jie Tang
Reimagining Retrieval Augmented Language Models for Answering Queries
Wang-Chiew Tan, Yuliang Li, Pedro Rodriguez, Richard James, Xi Victoria Lin, Alon Halevy and Wen-tau Yih
TimelineQA: A Benchmark for Question Answering over Timelines
Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi, Jing Nathan Yan and Alon Y. Halevy
Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph
Yue Tan, Bo Wang, Anqi Liu, Dongming Zhao, Kun Huang, Ruifang He and Yuexian Hou
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment
Jianheng Tang, Kangfei Zhao and Jia Li
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses
Liyan Tang, Yifan Peng, Yanshan Wang, Ying Ding, Greg Durrett and Justin Rousseau
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning
Ruixiang Tang, Dehan Kong, Longtao Huang and hui xue
MVP: Multi-task Supervised Pre-training for Natural Language Generation
Tianyi Tang, Junyi Li, Wayne Xin Zhao and Ji-Rong Wen
Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !
Zecheng Tang, Pinzheng Wang, Keyan Zhou, Juntao Li, Ziqiang Cao and Min Zhang
Structured Pruning for Efficient Generative Pre-trained Language Models
Chaofan Tao, Lu Hou, Haoli Bai, Jiansheng Wei, Xin Jiang, Qun Liu, Ping Luo and Ngai Wong
SEAG: Structure-Aware Event Causality Generation
Zhengwei Tao, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Chengfeng Dou, yongqiang zhao, Fang Wang and Chongyang Tao
End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar
Yuanhe Tian, Weidong Chen, Bo Hu, Yan Song and Fei Xia
Text Generation Model Enhanced with Semantic Information in Aspect Category Sentiment Analysis
Tu Tran, Kiyoaki Shirai and Natthawut Kertkeidkachorn
Sequential Path Signature Networks for Personalised Longitudinal Language Modeling
Talia Tseriotou, Adam Tsakalidis, Peter Foster, Terence Lyons and Maria Liakata
Layerwise universal adversarial attack on NLP models
Olga Tsymboi, Danil Malaev, Andrei Petrovskii and Ivan Oseledets
Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations
Geng Tu, Bin Liang, Ruibin Mao, Min Yang and Ruifeng Xu
SSP: Self-Supervised Post-training for Conversational Search
Quan Tu, Shen Gao, Xiaolong Wu, Zhao Cao, Ji-Rong Wen and Rui Yan
CausalDialogue: Modeling Utterance-level Causality in Conversations
Yi-Lin Tuan, Alon Albalak, Wenda Xu, Michael Saxon, Connor Pryor, Lise Getoor and William Yang Wang
Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image Models
Eddie Ungless, Bjorn Ross and Anne Lauscher
Scaling Laws for BERT in Low-Resource Settings
Gorka Urbizu, Iñaki San Vicente, Xabier Saralegi, Rodrigo Agerri and Aitor Soroa
Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking
Inigo Urteaga, Moulay Zaidane Draidia, Tomer Lancewicki and Shahram Khadivi
RISE: Leveraging Retrieval Techniques for Summarization Evaluation
David Uthus and Jianmo Ni
Theory of Mind in Freely-Told Children’s Narratives: A Classification Approach
Bram van Dijk, Marco Spruit and Max van Duijn
A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution
Neeraj Varshney, Himanshu Gupta, Eric Robertson, Bing Liu and Chitta Baral
Incorporating Graph Information in Transformer-based AMR Parsing
Pavlo Vasylenko, Pere-Lluís Huguet Cabot, Abelardo Carlos Martínez Lorenzo and Roberto Navigli
Using Collostructional Analysis to evaluate BERT’s representation of linguistic constructions
Tim Veenboer and Jelke Bloem
Few Shot Rationale Generation using Self-Training with Dual Teachers
Aditya Srikanth Veerubhotla, Lahari Poddar, Jun Yin, György Szarvas and Sharanya Eswaran
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation
Sebastian Vincent, Robert Flynn and Carolina Scarton
Scientific Fact-Checking: A Survey of Resources and Approaches
Juraj Vladika and Florian Matthes
Unsupervised Paraphrasing of Multiword Expressions
Takashi Wada, Yuji Matsumoto, Timothy Baldwin and Jey Han Lau
Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis
Joachim Wagner and Jennifer Foster
Better Zero-Shot Reasoning with Self-Adaptive Prompting
Xingchen Wan, Ruoxi SUN, Hanjun Dai, Sercan Arik and Tomas Pfister
Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL
Bing Wang, Yan Gao, Zhoujun Li and Jian-Guang LOU
Boosting Event Extraction with Denoised Structure-to-Text Augmentation
bo wang, Heyan Huang, Xiaochi Wei, Ge Shi, Xiao Liu, Chong Feng, Tong Zhou, Shuaiqiang WANG and Dawei Yin
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron Halfaker, Liqun Shao, Daniel McDuff, Ahmed Hassan Awadallah, Dragomir Radev and Jianfeng Gao
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning
Boyu Wang, Linhai Zhang, Deyu Zhou, Yi Cao and Jiandong Ding
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
Chaojun Wang, Yang Liu and Wai Lam
Smart Word Suggestions for Writing Assistance
Chenshuo Wang, Shaoguang Mao, Tao Ge, Wenshan Wu, Xun Wang, Yan Xia, Jonathan Tien and Dongyan Zhao
Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation
Chunliu Wang, Huiyuan Lai, Malvina Nissim and Johan Bos
Exploiting Abstract Meaning Representation for Open-Domain Question Answering
Cunxiang Wang, Zhikun Xu, Qipeng Guo, Xiangkun Hu, Xuefeng Bai, Zheng Zhang and Yue Zhang
Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling
Fanyu Wang and Zhenping Xie
Robust Natural Language Understanding with Residual Attention Debiasing
Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou and Muhao Chen
Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence
Gengyu Wang, Kate Harwood, Lawrence Chillrud, Amith Ananthram, Melanie Subbiah and Kathleen McKeown
Kanbun-LM: Reading and Translating Classical Chinese in Japanese Methods by Language Models
Hao Wang, Hirofumi Shimizu and Daisuke Kawahara
Distractor Generation based on Text2Text Language Models with Pseudo Kullback-Leibler Divergence Regulation
Hui-Juan Wang, Kai-Yu Hsieh, Han-Cheng Yu, Jui-Ching Tsou, Yu An Shih, Chen-Hua Huang and Yao-Chung Fan
T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation
Jialu Wang, Xinyue Liu, Zonglin Di, Yang Liu and Xin Wang
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue
Jian Wang, Dongding Lin and Wenjie Li
Listen, Decipher and Sign: Toward Unsupervised Speech-to-Sign Language Recognition
Liming Wang, Junrui Ni, Heting Gao, Jialu Li, Kai Chieh Chang, Xulin Fan, Junkai Wu, Mark Hasegawa-Johnson and Chang Yoo
Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation
Qiang Wang, Xinhui Hu and MING CHEN
Multimedia Generative Script Learning for Task Planning
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary and Heng Ji
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets
Rui Wang, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Ruiyi Zhang, Subrata Mitra and Ricardo Henao
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning
Ruijie Wang, Baoyu Li, Yichen Lu, Dachun Sun, Jinning Li, Yuchen Yan, Shengzhong Liu, Hanghang Tong and Tarek Abdelzaher
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN
Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang, Lingjuan Lyu and Guoyin Wang
Benchmarking Diverse-Modal Entity Linking with Generative Models
Sijia Wang, Alexander Hanbo Li, Henghui Zhu, Sheng Zhang, Pramuditha Perera, Chung-Wei Hang, Jie Ma, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang and Patrick Ng
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning
Tiannan Wang, Wangchunshu Zhou, Yan Zeng and Xinsong Zhang
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model
Xiao Wang, Weikang Zhou, Qi Zhang, Jie Zhou, SongYang Gao, Junzhe Wang, Menghan Zhang, Xiang Gao, Yun Wen Chen and Tao Gui
SkillQG: Learning to Generate Question for Reading Comprehension Assessment
Xiaoqiang Wang, Bang Liu, Siliang Tang and Lingfei Wu
Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction
Xinyi Wang, Zitao Wang and Wei Hu
MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations
Yan Wang, Heidi Donovan, Sabit Hassan and Malihe Alikhani
Semantic-conditioned Dual Adaptation for Cross-domain Query-based Visual Segmentation
Ye Wang, Tao Jin, Wang Lin, Xize Cheng, Linjun Li and Zhou Zhao
Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions
Yibin Wang, Yichen Yang, Di He and Kun He
Controlling Styles in Neural Machine Translation with Activation Prompt
Yifan Wang, Zewei Sun, Shanbo Cheng, Weiguo Zheng and Mingxuan Wang
Towards Better Hierarchical Text Classification with Data Generation
Yue Wang, Dan Qiao, Juntao Li, Jinxiong Chang, Qishen Zhang, Zhongyi Liu, Guannan Zhang and Min Zhang
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios
Yufan Wang, Jie Mei, Bowei Zou, Rui Fan, Tingting He and Ai Ti Aw
DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System
Yufan Wang, Bowei Zou, Rui Fan, Ai Ti Aw and Tingting He
Towards Alleviating the Object Bias in Prompt Tuning-based Factual Knowledge Extraction
Yuhang Wang, Dongyuan Lu, Chao Kong and Jitao Sang
Shu ̄o Wén Jiˇe Zì: Rethinking Dictionaries and Glyphs for Chinese Language Pre-training
Yuxuan Wang, Jack Wang, Dongyan Zhao and Zilong Zheng
Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations
zehan wang, Yang Zhao, Haifeng Huang, yan xia and Zhou Zhao
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks
Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen and Heng Ji
Revisiting Non-Autoregressive Translation at Scale
Zhihao Wang, Longyue Wang, Jinsong Su, Junfeng Yao and Zhaopeng Tu
QueryForm: A Simple Zero-shot Form Entity Query Framework
Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer Dy, Vincent Perot and Tomas Pfister
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches
Zihan Wang, Tianle Wang, Dheeraj Mekala and Jingbo Shang
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport
Zihao Wang, Weizhi Fei, Hang Yin, Yangqiu Song, Ginny Y. Wong and Simon See
Structured Persuasive Writing Support in Legal Education: A Model and Tool for German Legal Case Solutions
Florian Weber, Thiemo Wambsganss, Seyed Parsa Neshaei and Matthias Soellner
Disagreement Matters: Preserving Label Diversity by Jointly Modeling Item and Annotator Label Distributions with DisCo
Tharindu Cyril Weerasooriya, Alexander Ororbia, Raj Bhensadadia, Ashiqur KhudaBukhsh and Christopher Homan
PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction
Xiao Wei, Jianbao Huang, Hang Yu and Qian Liu
Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance
Shira Wein, Christopher Homan, Lora Aroyo and Chris Welty
Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels
Aviv Weinstein and Yoav Goldberg
Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy
Anuradha Welivita and Pearl Pu
Towards Open-Domain Twitter User Profile Inference
Haoyang Wen, Zhenxin Xiao, Eduard Hovy and Alexander Hauptmann
GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation
Zhihua Wen, Zhiliang Tian, Zhen Huang, Yuxin Yang, Zexin Jian, Changjian Wang and Dongsheng Li
Digging out Discrimination Information from Generated Samples for Robust Visual Question Answering
Zhiquan Wen, Yaowei Wang, Mingkui Tan, Qingyao Wu and Qi Wu
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification
Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka and Jonas Kuhn
LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models
Philipp Wicke
An Investigation of Noise in Morphological Inflection
Adam Wiemerslage, Changbing Yang, Garrett Nicolai, Miikka Silfverberg and Katharina Kann
ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models
Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal Gajera, Shreeyash Gowaikar, Chandan Gupta, Aman Chadha, Aishwarya Naresh Reganti, Amit Sheth and Amitava Das
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges
Genta Winata, Alham Fikri Aji, Zheng Xin Yong and Thamar Solorio
Chain of Thought Prompting Elicits Knowledge Augmentation
Dingjun Wu, Jing Zhang and Xinmei Huang
VCSUM: A Versatile Chinese Meeting Summarization Dataset
Han Wu, Mingjie Zhan, Haochen Tan, Zhaohui Hou, Ding Liang and Linqi Song
Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation
Haoyi Wu and Kewei Tu
TACR: A Table Alignment-based Cell Selection Method for HybridQA
Jian Wu, YICHENG XU, Yan Gao, Jian-Guang LOU, Börje Karlsson and Manabu Okumura
Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering
Siwei Wu, Xiangqing Shen and Rui Xia
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization
Ting Wu, Rui Zheng, Tao Gui, Qi Zhang and Xuanjing Huang
NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing
Tingting Wu, Xiao Ding, Minji Tang, Hao Zhang, Bing Qin and Ting Liu
Duplex Diffusion Models Improve Speech-to-Speech Translation
Xianchao Wu
Focus-aware Response Generation in Inquiry Conversation
Yiquan Wu, Weiming Lu, Yating Zhang, Adam Jatowt, Jun Feng, Changlong Sun, Fei Wu and Kun Kuang
Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning
Yongkang Wu, meng han, Yutao Zhu, Lei Li, Xinyu Zhang, ruofei lai, Xiaoguang Li, Yuanhang Ren, Zhicheng Dou and Zhao Cao
Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment
Yuting Wu, Yutong Hu, Yansong Feng, Tianyi Li, Mark Steedman and Dongyan Zhao
Connectivity Patterns are Task Embeddings
Zhiheng Xi, Rui Zheng, Yuansen Zhang, Xuanjing Huang, Zhongyu Wei, Minlong Peng, Mingming Sun, Qi Zhang and Tao Gui
TEPrompt: Task Enlightenment Prompt Learning for Implicit Discourse Relation Recognition
Wei Xiang, Chao Liang and Bang Wang
G^3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation
Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao and Deyu Zhou
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning
Chenghao Xiao, Yang Long and Noura Al Moubayed
Emotion Cause Extraction on Social Media without Human Annotation
Debin Xiao, Rui Xia and Jianfei Yu
Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion
Likang Xiao, Richong Zhang, Zijie Chen and Junfan Chen
Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization
Jiawen Xie, Qi Su, Shaoting Zhang and Xiaofan Zhang
Learning Query Adaptive Anchor Representation for Inductive Relation Prediction
Zhiwen Xie, Yi Zhang, Jin Liu, Guangyou Zhou and Jimmy Huang
Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers
Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu and Jimmy Lin
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition
Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma and Ying Shan
Bridging the Granularity Gap for Acoustic Modeling
Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu, Xin Zeng, Tong Xiao, Anxiang Ma, Huizhen Wang and Jingbo Zhu
Topic-Guided Self-Introduction Generation for Social Media Users
Chunpu Xu, Jing Li, Piji Li and Min Yang
Pre-trained Personalized Review Summarization with Effective Salience Estimation
Hongyan Xu, Hongtao Liu, Zhepeng Lv, Qing Yang and Wenjun Wang
Improving Named Entity Recognition via Bridge-based Domain Adaptation
Jingyun Xu, Changmeng Zheng, Yi Cai and Tat-Seng Chua
Medical Dialogue Generation via Dual Flow Modeling
Kaishuai Xu, Wenjun Hou, Yi Cheng, Jian Wang and Wenjie Li
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction
Ting Xu, Huiyun Yang, Zhen Wu, Jiaze Chen, Fei Zhao and Xinyu Dai
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
Weijie Xu, Xiaoyu Jiang, Srinivasan Sengamedu Hanumantha Rao, Francis Iannacci and Jinjin Zhao
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
Wenjie Xu, Ben Liu, Miao Peng, Xu Jia and Min Peng
Language Anisotropic Cross-Lingual Model Editing
Yang Xu, Yutai Hou, Wanxiang Che and Min Zhang
Spontaneous gestures encoded by hand positions improve language models: An Information-Theoretic motivated study
Yang Xu and Yang Cheng
Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition
Yuanyuan Xu, Zeng Yang, Linhai Zhang, Deyu Zhou, Tiandeng Wu and Rong Zhou
Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation
Zhiyang Xu, Jay Yoon Lee and Lifu Huang
IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning
Zihang Xu, Ziqing Yang, Yiming Cui and Shijin Wang
Exclusive Supermask Subnetwork Training for Continual Learning
Prateek Yadav and Mohit Bansal
Causal interventions expose implicit situation models for commonsense language understanding
Takateru Yamakoshi, James McClelland, Adele Goldberg and Robert Hawkins
Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels
Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You, Bing Yin and Yuexian Zou
Prompt Tuning for Unified Multimodal Pretrained Models
Hao Yang, Junyang Lin, An Yang, Peng Wang and Chang Zhou
Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition
Haozhe Yang, Xianqiang Gao, Jianlong Wu, Tian Gan, Ning Ding, Feijun Jiang and Liqiang Nie
Boosting Text Augmentation via Hybrid Instance Filtering Framework
Heng Yang and Ke Li
Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition
Jiuding Yang, Jinwen Luo, Weidong Guo, Di Niu and Yu Xu
MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction
Li Yang, Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng, Yu Chen, Madian Khabsa, Sinong Wang, Zenglin Xu and Dongfang Liu
LET: Leveraging Error Type Information for Grammatical Error Correction
Lingyu Yang, Hongjia Li, Lei Li, Chengyin Xu, Shutao Xia and Chun Yuan
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective
Linyi Yang, Shuibai Zhang, Libo Qin, Yafu Li, Yidong Wang, Hanmeng Liu, Jindong Wang, Xing Xie and Yue Zhang
OASum: Large-Scale Open Domain Aspect-based Summarization
Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda Petzold and Dong Yu
Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt
Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Yifei Zhang, Pengfei Hong and Soujanya Poria
Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction
Zhe YANG, Yi Huang and Junlan Feng
Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement
Zhen Yang, Fandong Meng, Yuanmeng Yan and Jie Zhou
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text
Zhun Yang, Adam Ishay and Joohyung Lee
UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set
Zinong Yang, Feng Xu, Jianfei Yu and Rui Xia
Learning Event-aware Measures for Event Coreference Resolution
Yao Yao, Zuchao Li and Hai Zhao
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding
Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Juanzi Li and Lei Hou
Complementary Explanations for Effective In-Context Learning
Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett and Ramakanth Pasunuru
A Statistical Exploration of Text Partition Into Constituents: The Case of the Priestly Source in the Books of Genesis and Exodus
Gideon Yoffe, Axel Bühler, Nachum Dershowitz, Thomas Romer, Eli Piasetzky, Israel Finkelstein and Barak Sober
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao and Bing Yin
Unlearning Bias in Language Models by Partitioning Gradients
Charles Yu, Sullam Jeoung, Anish Kasi, Pengfei Yu and Heng Ji
Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization
Chong Yu, Tao Chen and Zhongxue Gan
Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks
Fangyi Yu, Lee Quartey and Frank Schilder
Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation
Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi and Xiang Ao
Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference
Jianxing Yu, Shiqi Wang, Libin Zheng, Qinliang Su, Wei Liu, Baoquan Zhao and Jian Yin
Adversarial Textual Robustness on Visual Dialog
Lu Yu and Verena Rieser
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions
Mo Yu, Yi Gu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael Greenspan, Murray Campbell and Chuang Gan
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis
Yakun Yu, Mingjun Zhao, Shi-ang Qi, Feiran Sun, Baoxun Wang, Weidong Guo, Xiaoli Wang, Lei Yang and Di Niu
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval
Yue Yu, Yuchen Zhuang, Rongzhi Zhang, Yu Meng, Jiaming Shen and Chao Zhang
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation
Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Yu Qiao and Jingjing Xu
Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework
Lifan Yuan, YiChi Zhang, Yangyi Chen and Wei Wei
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization
Ruifeng Yuan, Shichao Sun, zili Wang, Ziqiang Cao and Wenjie Li
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection
Sourabh Zanwar, Xiaofei Li, Daniel Wiechmann, Yu Qiao and Elma Kerz
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models
Fengzhu Zeng and Wei Gao
Extract and Attend: Improving Entity Translation in Neural Machine Translation
Zixin Zeng, Rui Wang, Yichong Leng, Junliang Guo, Shufang Xie, Xu Tan, Tao Qin and Tie-Yan Liu
Similarizing the Influence of Words with Contrastive Learning to Defend Word-level Adversarial Text Attack
Pengwei Zhan, Jing Yang, He Wang, Chao Zheng, Xiao Huang and Liming Wang
How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension
Chen Zhang, Jiuheng Lin, Xiao Liu, Yuxuan Lai, Yansong Feng and Dongyan Zhao
Contrastive Learning of Sociopragmatic Meaning in Social Media
Chiyu Zhang, Muhammad Abdul-Mageed and Ganesh Jawahar
DUB: Discrete Unit Back-translation for Speech Translation
Dong Zhang, Rong Ye, Tom Ko, Mingxuan Wang and Yaqian Zhou
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset
Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng and Kai Yu
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming
Hanlin Zhang, Jiani Huang, Ziyang Li, MAYUR NAIK and Eric Xing
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training
Haode Zhang, Haowen Liang, Li-Ming Zhan, Xiao-Ming Wu and Albert Y.S. Lam
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking
Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui and Xiaodong He
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion
Haopeng Zhang, Xiao Liu and Jiawei Zhang
Incorporating Factuality Inference to Identify Document-level Event Factuality
Heng Zhang, Peifeng Li, Zhong Qian and Xiaoxu Zhu
Geo-Seq2seq: Twitter User Geolocation on Noisy Data through Sequence to Sequence Learning
Jingyu Zhang, Alexandra DeLucia, Chenyu Zhang and Mark Dredze
Disambiguated Lexically Constrained Neural Machine Translation
Jinpeng Zhang, Nini Xiao, Ke Wang, Chuanqi Dong, Xiangyu Duan, Yuqi Zhang and Min Zhang
Exploring the Impact of Vision Features in News Image Captioning
Junzhe Zhang and Xiaojun Wan
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors
Kai Zhang, Bernal Jimenez Gutierrez and Yu Su
Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding
Linhai Zhang, Congzhi Zhang and Deyu Zhou
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models
Qiang Zhang, Jason Naradowsky and Yusuke Miyao
Target-Oriented Relation Alignment for Cross-Lingual Stance Detection
Ruike Zhang, Nan Xu, Hanxuan Yang, Yuan Tian and Wenji Mao
Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition
Shan Zhang, Bin Cao, Tianming Zhang, Yuqi Liu and Jing Fan
End-to-End Simultaneous Speech Translation with Differentiable Segmentation
Shaolei Zhang and Yang Feng
Adversarial Multi-task Learning for End-to-end Metaphor Detection
Shenglong Zhang and Ying Liu
SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT
Shengyao Zhang, Xudong Pan, Mi Zhang and Min Yang
TempLM: Distilling Language Models into Template-Based Generators
Tianyi Zhang, Mina Lee, Xiang Lisa Li, Ende Shen and Tatsunori Hashimoto
Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What’s Next?
Xiaotian Zhang, Yanjun Zheng, Hang Yan and Xipeng Qiu
Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization
Yanyue Zhang and Deyu Zhou
An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis
Yice Zhang, Yifan Yang, Bin Liang, Shiwei Chen, Bing Qin and Ruifeng Xu
Bidirectional Transformer Reranker for Grammatical Error Correction
Ying Zhang, Hidetaka Kamigaito and Manabu Okumura
Domain Generalization via Switch Knowledge Distillation for Robust Review Representation
You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu and Xuejie Zhang
NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts
Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li, Chen Li, Fei Huang and Min Zhang
Denoising Enhanced Distantly Supervised Ultrafine Entity Typing
Yue Zhang, Hongliang Fei and Ping Li
Learned Adapters Are Better Than Manually Designed Adapters
Yuming Zhang, Peng Wang, Ming Tan and Wei Zhu
Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task
Yupeng Zhang, Shensi Wang, Peiguang Li, Guanting Dong, Sirui Wang, Yunsen Xian, Zhoujun Li and Hongzhi Zhang
E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition
Zhen Zhang, Mengting Hu, Shiwan Zhao, Minlie Huang, Haotian Wang, Lemao Liu, Zhirui Zhang, Zhe Liu and Bingzhe Wu
Lexical Translation Inconsistency-Aware Document-Level Translation Repair
Zhen Zhang, Junhui Li, shimin tao and Hao Yang
Emergent Modularity in Pre-trained Transformers
Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun and Jie Zhou
Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias
Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou and Xu Sun
FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models
Zhuo Zhang, Yuanhang Yang, Yong Dai, Qifan Wang, Yue Yu, Lizhen Qu and Zenglin Xu
Hybrid and Collaborative Passage Reranking
Zongmeng Zhang, Wengang Zhou, Jiaxin Shi and Houqiang Li
Understanding Programs by Exploiting (Fuzzing) Test Cases
Jianyu Zhao, Yuyang Rong, Yiwen Guo, Yifeng He and Hao Chen
Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models
Lingjun Zhao, Khanh Nguyen and Hal Daumé III
Don’t Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness
Weixiang Zhao, Yanyan Zhao, Xin Lu and Bing Qin
TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition
Weixiang Zhao, Yanyan Zhao, Shilong Wang and Bing Qin
Multi-modal Sarcasm Generation: Dataset and Solution
Wenye Zhao, Qingbao Huang, Dongsheng Xu and Peizhi Zhao
Towards Reference-free Text Simplification Evaluation with a BERT Siamese Network Architecture
Xinran Zhao, Esin Durmus and Dit-Yan Yeung
SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation
Xueliang Zhao, Tingchen Fu, Lemao Liu, Lingpeng Kong, Shuming Shi and Rui Yan
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment
Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang and Xiaojie Yuan
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation
Chujie Zheng, Sahand Sabour, Jiaxin Wen, Zheng Zhang and Minlie Huang
Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning
Chujie Zheng, Pei Ke, Zheng Zhang and Minlie Huang
Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning
Hao Zheng and Mirella Lapata
Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing
Jing Zheng, Jyh-Herng Chow, Zhongnan Shen and Peng Xu
Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners
Kai Zheng, Qingfeng Sun, Yaming Yang, Tengchao Lv, Yeyong Pi, changlin zhao, Fei Xu and Qi Zhang
Characterizing the Impacts of Instances on Robustness
Rui Zheng, Zhiheng Xi, Qin Liu, Wenbin Lai, Tao Gui, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan and Weifeng Ge
Detecting Adversarial Samples through Sharpness of Loss Landscape
Rui Zheng, Shihan Dou, Yuhao Zhou, Qin Liu, Tao Gui, Qi Zhang, Zhongyu Wei, Xuanjing Huang and Menghan Zhang
Deep Equilibrium Non-Autoregressive Sequence Learning
Zaixiang Zheng, Yi Zhou and Hao Zhou
Self-Evolution Learning for Discriminative Language Model Pretraining
Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du and Dacheng Tao
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers
Wanjun Zhong, Tingting Ma, Jiahai Wang, Jian Yin, Tiejun Zhao, Chin-Yew Lin and Nan Duan
WYWEB: A NLP Evaluation Benchmark For Classical Chinese
Bo Zhou, Qianglong Chen, Xiaomi Zhong, Tianyu wang and Yin Zhang
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training
Chulun Zhou, Yunlong Liang, Fandong Meng, Jinan Xu, Jinsong Su and Jie Zhou
A Unified One-Step Solution for Aspect Sentiment Quad Prediction
Junxian Zhou, Haiqin Yang, Yuxuan He, Hao Mou and JunBo Yang
Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding
Mengyue Zhou, Xu Liu, David Liu, Zihao Wu, Zhengliang Liu, Lin Zhao, Dajiang Zhu, Lei Guo, Junwei Han, Tianming Liu and Xintao Hu
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs
Mingyang Zhou, Yi Fung, Long Chen, Christopher Thomas, Heng Ji and Shih-Fu Chang
AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis
Ru Zhou, Wenya Guo, Xumeng Liu, Shenglong Yu, Ying Zhang and Xiaojie Yuan
On the Strength of Sequence Labeling and Generative Models for Aspect Sentiment Triplet Extraction
Shen Zhou and Tieyun Qian
Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference
Wangchunshu Zhou, Ronan Le Bras and Yejin Choi
Commonsense Knowledge Transfer for Pre-trained Language Models
Wangchunshu Zhou, Ronan Le Bras and Yejin Choi
Learning to Predict Persona Information for Dialogue Personalization without Explicit Persona Description
Wangchunshu Zhou, Qifei LI and Chenle Li
TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Yuran Wang, yong ding, Yibo Zhang, Qi Zhang and Xuanjing Huang
COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements
Xuhui Zhou, Hao Zhu, Akhila Yerukola, Thomas Davidson, Jena D. Hwang, Swabha Swayamdipta and Maarten Sap
Towards Robust Ranker for Text Retrieval
Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Guodong Long, Binxing Jiao and Daxin Jiang
Towards Open Environment Intent Prediction
Yunhua Zhou, Jiawei Hong and Xipeng Qiu
Learning by Analogy: Diverse Questions Generation in Math Word Problem
Zihao Zhou, Maizhen Ning, Qiufeng Wang, Jie Yao, Wei Wang, xiaowei huang and Kaizhu Huang
Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games
Anjie Zhu, Peng-Fei Zhang, Yi Zhang, Zi Huang and Jie Shao
Exploring Robust Overfitting for Pre-trained Language Models
Bin Zhu and Yanghui Rao
Deep Span Representations for Named Entity Recognition
Enwei Zhu, Yiyang Liu and Jinpeng Li
A Diffusion Model for Event Skeleton Generation
Fangqi Zhu, Lin Zhang, Jun Gao, Bing Qin, Ruifeng Xu and Haiqin Yang
Learn to Not Link: Exploring NIL Prediction in Entity Linking
Fangwei Zhu, Jifan Yu, Hailong Jin, Lei Hou, Juanzi Li and Zhifang Sui
Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension
Jiazheng Zhu, shaojuan wu, Xiaowang Zhang, Yuexian Hou and Zhiyong Feng
Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions
Lixing Zhu, Runcong Zhao, Gabriele Pergola and Yulan He
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation
Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng and Jiajun CHEN
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation
Yaoming ZHU, Zewei Sun, Shanbo Cheng, Luyang Huang, Liwei Wu and Mingxuan Wang
Eliciting Affective Events from Language Models by Multiple View Co-prompting
Yuan Zhuang and Ellen Riloff
Rethinking Round-Trip Translation for Machine Translation Evaluation
Terry Yue Zhuo, Qiongkai Xu, Xuanli He and Trevor Cohn
Large Language Models are Built-in Autoregressive Search Engines
Noah Ziems, Wenhao Yu, Zhihan Zhang and Meng Jiang
Tab-CoT: Zero-shot Tabular Chain of Thought
Jin Ziqi and Wei Lu
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification
Anni Zou, Zhuosheng Zhang and Hai Zhao
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning
Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan and Eng Siong Chng
A Formal Perspective on Byte-Pair Encoding
Vilém Zouhar, Clara Meister, Juan Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan and Ryan Cotterell
Short Papers
ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER
Karan Aggarwal, Henry Jin and Aitzaz Ahmad
AVATAR: A Parallel Corpus for Java-Python Program Translation
Wasi Uddin Ahmad, Md Golam Rahman Tushar, Saikat Chakraborty and Kai-Wei Chang
AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing
Asaad Alghamdi, Xinyu Duan, Wei Jiang, Zhenhai Wang, Yimeng Wu, Qingrong Xia, Zhefeng Wang, Yi ZHENG, Mehdi Rezagholizadeh, baoxing Huai, Peilun Cheng and Abbas Ghaddar
Data-Efficient French Language Modeling with CamemBERTa
Wissam Antoun, Benoît Sagot and Djamé Seddah
Hybrid Hierarchical Retrieval for Open-Domain Question Answering
Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi, Xinchi Chen, William Yang Wang and zhiheng huang
Low-Rank Updates of pre-trained Weights for Multi-Task Learning
Alexandre AUDIBERT, Massih R Amini, Konstantin Usevich and Marianne Clausel
Learning from Children: Improving Image-Caption Pretraining via Curriculum
Hammad Ayyubi, Rahul Lokesh, Alireza Zareian, Bo Wu and Shih-Fu Chang
PMI-Align: Word Alignment With Point-Wise Mutual Information Without Requiring Parallel Training Data
Fatemeh Azadi, Heshaam Faili and Mohammad Javad Dousti
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing
Debayan Banerjee, Pranav Nair, Ricardo Usbeck and Chris Biemann
Silver Syntax Pre-training for Cross-Domain Relation Extraction
Elisa Bassignana, Filip Ginter, Sampo Pyysalo, Rob van der Goot and Barbara Plank
"A Little is Enough": Few-Shot Quality Estimation based Corpus Filtering improves Machine Translation
Akshay Batheja and Pushpak Bhattacharyya
Automatic Identification of Code-Switching Functions in Speech Transcripts
Ritu Belani and Jeffrey Flanigan
Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP
Anya Belz, Craig Thomson, Ehud Reiter and Simon Mille
Adversarial Training for Low-Resource Disfluency Correction
Vineet Bhat, Preethi Jyothi and Pushpak Bhattacharyya
Evaluation for Change
Rishi Bommasani
On the Expressivity Role of LayerNorm in Transformers’ Attention
Shaked Brody, Uri Alon and Eran Yahav
Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages
Dominique Brunato, Felice Dell’Orletta, irene dini and Andrea Amelio Ravelli
Masked Audio Text Encoders are Effective Multi-Modal Rescorers
Jinglun Cai, Monica Sunkara, Xilai Li, Anshu Bhatia, Xiao Pan and Sravan Bodapati
Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction
Hejing Cao and Dongyan Zhao
Computer says "No": The Case Against Empathetic Conversational AI
Alba Cercas Curry and Amanda Cercas Curry
Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization
Hou Pong Chan, Qi Zeng and Heng Ji
Revisiting Sample Size Determination in Natural Language Understanding
Ernie Chang, Muhammad Hassan Rashid, Pin-Jie Lin, Changsheng Zhao, Vera Demberg, Yangyang Shi and Vikas Chandra
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization
Liang CHEN, Hongru Wang, Yang Deng, Wai Chung Kwan, Zezhong WANG and Kam-Fai Wong
KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition
Wei Chen, Shiqi Wei, Zhongyu Wei and Xuanjing Huang
On the Difference of BERT-style and CLIP-style Text Encoders
Zhihong Chen, Guiming Chen, Shizhe Diao, Xiang Wan and Benyou Wang
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication
Emily Cheng, Mathieu Rita and Thierry Poibeau
Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization
Luyao Cheng, Siqi Zheng, Zhang Qinglin, Hui Wang, Yafeng Chen and Qian Chen
The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering
Sabrina Chiesurin, Dimitris Dimakopoulos, Marco Antonio Sobrevilla Cabezudo, Arash Eshghi, Ioannis Papaioannou, Verena Rieser and Ioannis Konstas
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker
Sukmin Cho, Soyeong Jeong, Jeong yeon Seo and Jong Park
Putting Natural in Natural Language Processing
Grzegorz Chrupała
Temporal Relation Classification using Boolean Question Answering
Omer Cohen and Kfir Bar
Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer
Debarati Das, David Ma and Dongyeop Kang
Cost-effective Distillation of Large Language Models
Sayantan Dasgupta, Trevor Cohn and Timothy Baldwin
CDA: A Contrastive Data Augmentation Method for Alzheimer’s Disease Detection
Junwen Duan, Fangyuan Wei, Jin Liu, Hongdong Li, Tianming Liu and Jianxin Wang
DivHSK: Diverse Headline Generation using Self-Attention based Keyword Selection
Venkatesh E, Kaushal Maurya, Deepak Kumar and Maunendra Sankar Desarkar
Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking
Mohamed Elaraby, Yang Zhong and Diane Litman
Sequential Integrated Gradients: a simple but effective method for explaining language models
Joseph Enguehard
Multilingual Sequence-to-Sequence Models for Hebrew NLP
Matan Eyal, Hila Noga, Roee Aharoni, Idan Szpektor and Reut Tsarfaty
DiffuDetox: A Mixed Diffusion Model for Text Detoxification
Griffin Floto, Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Zhenwei Tang, Ali Pesaranghader, Manasa Bharadwaj and Scott Sanner
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection
SongYang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma and Ying Shan
An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts
Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha and Vijay Mago
Reasoning in Large Language Models Through Symbolic Math Word Problems
Vedant Gaur and Nikunj Saunshi
It’s not Sexually Suggestive; It’s Educative | Separating Sex Education from Suggestive Content on TikTok videos
Enfa George and Mihai Surdeanu
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models
Somayeh Ghanbarzadeh, Yan Huang, Hamid Palangi, Radames Cruz Moreno and Hamed Khanpour
Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning
Mozhdeh Gheini, Xuezhe Ma and Jonathan May
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages
Seraphina Goldfarb-Tarrant, Adam Lopez, Roi Blanco and Diego Marcheggiani
Counterfactual Probing for the Influence of Affect and Specificity on Intergroup Bias
Venkata Subrahmanyan Govindarajan, David Beaver, Kyle Mahowald and Junyi Jessy Li
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation
Jian Guan and Minlie Huang
It is a Bird Therefore it is a Robin: On BERT’s Internal Consistency Between Hypernym Knowledge and Logical Words
Nicolas Guerin and Emmanuel Chemla
Run Like a Girl! Sport-Related Gender Bias in Language and Vision
Sophia Harrison, Eleonora Gualdoni and Gemma Boleda
TADA : Task Agnostic Dialect Adapters for English
William Held, Caleb Ziems and Diyi Yang
Improving Language Model Integration for Neural Machine Translation
Christian Herold, Yingbo Gao, Mohammad Zeineldeen and Hermann Ney
On Search Strategies for Document-Level Neural Machine Translation
Christian Herold and Hermann Ney
Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark
Jason Hoelscher-Obermaier, Julia Persson, Esben Kran, Ioannis Konstas and Fazl Barez
The Diminishing Returns of Masked Language Models to Science
Zhi Hong, Aswathy Ajith, James Pauloski, Eamon Duede, kyle chard and Ian Foster
Semi-Supervised Domain Adaptation for Emotion-Related Tasks
Mahshid Hosseini and Cornelia Caragea
Visually-Enhanced Phrase Understanding
Tsu-Yuan Hsu, Chen-An Li, Chao-Wei Huang and Yun-Nung Chen
Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation
Hui Huang, Shuangzhi Wu, Xinnian Liang, Zefan Zhou, Muyun Yang and Tiejun Zhao
Neighboring Words Affect Human Interpretation of Saliency Explanations
Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu and Yoav Goldberg
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning
Sameer Jain, Vaishakh Keshava, Swarnashree Mysore Sathyendra, Patrick Fernandes, Pengfei Liu, Graham Neubig and Chunting Zhou
Assessing Word Importance Using Models Trained for Semantic Tasks
David Javorsky, Ondřej Bojar and François Yvon
On Dataset Transferability in Active Learning for Transformers
Fran Jelenić, Josip Jukic, Nina Drobac and Jan Snajder
Response-conditioned Turn-taking Prediction
Bing’er Jiang, Erik Ekstedt and Gabriel Skantze
Exploiting Commonsense Knowledge about Objects for Visual Activity Recognition
Tianyu Jiang and Ellen Riloff
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning
Zhanming Jie and Wei Lu
K-UniMorph: Korean Universal Morphology and its Feature Schema
Eunkyul Jo, Kim Kyuwon, Xihan Wu, KyungTae Lim, Jungyeul Park and Chulwoo Park
ISLTranslate: Dataset for Translating Indian Sign Language
Abhinav Joshi, Susmit Agrawal and Ashutosh Modi
A Hierarchical Explanation Generation Method Based on Feature Interaction Detection
Yiming Ju, Yuanzhe Zhang, Kang Liu and Jun Zhao
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews
Mohsinul Kabir, Obayed Bin Mahfuz, Syed Rifat Raiyan, Hasan Mahmud and Md Kamrul Hasan
LEDA: a Large-Organization Email-Based Decision-Dialogue-Act Analysis Dataset
Mladen Karan, Prashant Khare, Ravi Shekhar, Stephen McQuistin, Ignacio Castro, Gareth Tyson, Colin Perkins, Patrick Healey and Matthew Purver
Sentiment Analysis using the Relationship between Users and Products
Natthawut Kertkeidkachorn and Kiyoaki Shirai
Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models
Tannon Kew and Rico Sennrich
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents
Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya and Miguel Ballesteros
Race, Gender, and Age Biases in Biomedical Masked Language Models
Michelle Kim, Junghwan Kim and Kristen Johnson
Long to reign over us: A Case Study of Machine Translation and a New Monarch
Rebecca Knowles and Samuel Larkin
Transformer Language Models Handle Word Frequency in Prediction Head
Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi and Kentaro Inui
Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning
Hui-Chi Kuo and Yun-Nung Chen
Open-WikiTable : Dataset for Open Domain Question Answering with Complex Reasoning over Table
Sunjun Kweon, Yeonsu Kwon, Seonhee Cho, Yohan Jo and Edward Choi
Abstractive Text Summarization Using the BRIO Training Paradigm
Khang Lam, Thieu Doan, Khang Pham and Jugal Kalita
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
Neal Lawton, Anoop Kumar, Govind Thattai, Aram Galstyan and Greg Ver Steeg
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation
Gibbeum Lee, Volker Hartmann, Jongho Park, Dimitris Papailiopoulos and Kangwook Lee
A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models
Hayeon Lee, Rui Hou, Jongpil Kim, Davis Liang, Sung Ju Hwang and Alexander Min
Cross Encoding as Augmentation: Towards Effective Educational Text Classification
Hyun Seung Lee, Seungtaek Choi, Yunsung Lee, Hyeongdon Moon, Shinhyeok Oh, Myeongho Jeong, Hyojun Go and Christian Wallraven
Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models
Soochan Lee and Gunhee Kim
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training
Yibin Lei, Liang Ding, Yu Cao, Changtong Zan, Andrew Yates and Dacheng Tao
Type Enhanced BERT for Correcting NER Errors
Kuai Li, Chen Chen, Tao Yang, Tianming Du, Peijie Yu, dong du and Feng Zhang
Graph Reasoning for Question Answering with Triplet Retrieval
Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li, Xifeng Yan, Chao Zhang and Bing Yin
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting
Xuefeng Li, Liwen Wang, Guanting Dong, Keqing He, Jinzheng Zhao, Hao Lei, Jiachi Liu and Weiran Xu
Word-level Prefix/Suffix Sense Detection: A Case Study on Negation Sense with Few-shot Learning
Yameng Li, Zicheng Li, Ying Chen and Shoushan Li
Compositional Mathematical Encoding for Math Word Problems
Zhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao and Xiangliang Zhang
Predicting Human Translation Difficulty Using Automatic Word Alignment
Zheng Wei Lim, Trevor Cohn, Charles Kemp and Ekaterina Vylomova
Transferring General Multimodal Pretrained Models to Text Recognition
Junyang Lin, Xuancheng Ren, Yichang Zhang, Gao Liu, Peng Wang, An Yang and Chang Zhou
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data
Robert Litschko, Ekaterina Artemova and Barbara Plank
DopplerBAS: Binaural Audio Synthesis Addressing Doppler Effect
Jinglin Liu, Zhenhui Ye, Qian Chen, Siqi Zheng, Wen Wang, Zhang Qinglin and Zhou Zhao
Attribute Controlled Dialogue Prompting
Runcheng Liu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh and Pascal Poupart
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code
Xiao Liu, Da Yin, Chen Zhang, Yansong Feng and Dongyan Zhao
Not The End of Story: An Evaluation of ChatGPT-Driven Vulnerability Description Mappings
Xin Liu, Yuan Tan, Zhenghang Xiao, Jianwei Zhuge and Rui Zhou
Learning to Rank Utterances for Query-Focused Meeting Summarization
Xingxian Liu and Yajing Xu
GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization
Yang Janet Liu and Amir Zeldes
Data Sampling and (In)stability in Machine Translation Evaluation
Chi-kiu Lo and Rebecca Knowles
Unsupervised Task Graph Generation from Instructional Video Transcripts
Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee and Honglak Lee
Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis
Chenyang Lyu, Linyi Yang, Yue Zhang, Yvette Graham and Jennifer Foster
Noise-Robust Training with Dynamic Loss and Contrastive Learning for Distantly-Supervised Named Entity Recognition
Zhiyuan Ma, Jintao Du and Shuheng Zhou
Open-World Factually Consistent Question Generation
Himanshu Maheshwari, Sumit Shekhar, Apoorv Saxena and Niyati Chhaya
Disfluency Generation for More Robust Dialogue Systems
Benjamin Marie
The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python
Antonio Valerio Miceli Barone, Fazl Barez, Shay B. Cohen and Ioannis Konstas
Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers
James Michaelov and Benjamin Bergen
Responsibility Perspective Transfer for Italian Femicide News
Gosse Minnema, Huiyuan Lai, Benedetta Muscato and Malvina Nissim
HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models
Swaroop Mishra and Elnaz Nouri
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks
Kanishka Misra, Cicero Nogueira dos Santos and Siamak Shakeri
NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery
Farhad Moghimifar, shilin qu, Tongtong Wu, Yuan-Fang Li and Gholamreza Haffari
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives
Fedor Moiseev, Gustavo Hernandez Abrego, Peter Dornbach, Imed Zitouni, Enrique Alfonseca and Zhe Dong
Augmenting Large Language Model Translators via Translation Memories
Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang and Jingbo Zhu
Do transformer models do phonology like a linguist?
Saliha Muradoglu and Mans Hulden
Another Dead End for Morphological Tags? Perturbed Inputs and Parsing
Alberto Muñoz-Ortiz and David Vilares
Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks
Arijit Nag, bidisha Samanta, Animesh Mukherjee, Niloy Ganguly and Soumen Chakrabarti
Contextualized Soft Prompts for Extraction of Event Arguments
Chien Nguyen, Hieu Man and Thien Nguyen
How effective is machine translation on low-resource code-switching? A case study comparing human and automatic metrics
Li Nguyen, Christopher Bryant, Oliver Mayeux and Zheng Yuan
A Two-Stage Decoder for Efficient ICD Coding
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap and Stefan Winkler
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts
Vit Novotny, Kristina Luger, Michal Štefánik, Tereza Vrabcova and Ales Horak
The State of Profanity Obfuscation in Natural Language Processing Scientific Publications
Debora Nozza and Dirk Hovy
C-XNLI: Croatian Extension of XNLI Dataset
Leo Obadić, Andrej Jertec, Marko Rajnović and Branimir Dropuljić
Evaluation of Question Generation Needs More References
Shinhyeok Oh, Hyojun Go, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong, Hyun Seung Lee and Seungtaek Choi
Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities
Riccardo Orlando, Simone Conia and Roberto Navigli
A Call for Standardization and Validation of Text Style Transfer Evaluation
Phil Ostheimer, Mayank Kumar Nagda, Marius Kloft and Sophie Fellenz
FORK: A Bite-Sized Test Set for Probing Culinary Cultural Biases in Commonsense Reasoning Models
Shramay Palta and Rachel Rudinger
What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning
Jane Pan, Tianyu Gao, Howard Chen and Danqi Chen
Model Analysis & Evaluation for Ambiguous Question Answering
Konstantinos Papakostas and Irene Papadopoulou
Enhancing Out-of-Vocabulary Estimation with Subword Attention
Raj Patel and Carlotta Domeniconi
HeGeL: A Novel Dataset for Geo-Location from Hebrew Text
Tzuf Paz-Argaman, Tal Bauman, Itai Mondshine, Itzhak Omer, Sagi Dalyot and Reut Tsarfaty
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation
Jonathan Pei, Kevin Yang and Dan Klein
Distinguishing Address vs. Reference Mentions of Personal Names in Text
Vinodkumar Prabhakaran, Aida Mostafazadeh Davani, Melissa Ferguson and Stav Atir
Automatic Named Entity Obfuscation in Speech
Judita Preiss
Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph
Ruili Pu, Yang Li, Suge Wang, Deyu Li, Jianxing Zheng and Jian Liao
Topic and Style-aware Transformer for Multimodal Emotion Recognition
Shuwen Qiu, Nitesh Sekhar and Prateek Singhal
Value type: the bridge to a better DST model
Gao Qixiang, Mingyang Sun, Yutao Mou, Chen Zeng and Weiran Xu
CoAug: Combining Augmentation of Labels and Labelling Rules
Rakesh R. Menon, Bingqing Wang, Jun Araki, Zhengyu Zhou, Zhe Feng and Liu Ren
Implicit Memory Transformer for Computationally Efficient Simultaneous Speech Translation
Matthew Raffel and Lizhong Chen
Investigating Transformer-Guided Chaining for Interpretable Natural Logic Reasoning
Kanagasabai Rajaraman, Saravanan Rajamanickam and Wei Shi
Conformal Nucleus Sampling
Shauli Ravfogel, Yoav Goldberg and Jacob Goldberger
On the Role of Parallel Data in Cross-lingual Transfer Learning
Machel Reid and Mikel Artetxe
A Multi-dimensional study on Bias in Vision-Language models
Gabriele Ruggeri and Debora Nozza
Yes, this Way! Learning to Ground Referring Expressions into Actions with Intra-episodic Feedback from Supportive Teachers
Philipp Sadler, Sherzod Hakimov and David Schlangen
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning
Daniel Saggau, Mina Rezaei, Bernd Bischl and Ilias Chalkidis
How Well Do Large Language Models Perform on Faux Pas Tests?
Natalie Shapira, Guy Zwirn and Yoav Goldberg
Financial Numeric Extreme Labelling: A dataset and benchmarking
Soumya Sharma, Subhendu Khatuya, Manjunath Hegde, Afreen Shaikh, Koustuv Dasgupta, Pawan Goyal and Niloy Ganguly
Towards Speech Dialogue Translation Mediating Speakers of Different Languages
Shuichiro Shimizu, Chenhui Chu, Sheng Li and Sadao Kurohashi
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models
Saleh Soltan, Andy Rosenbaum, Tobias Falke, Qin Lu, Anna Rumshisky and Wael Hamza
Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information
Mingyang Song, Huafeng Liu, Yi Feng and Liping Jing
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification
Renliang Sun, Wei Xu and Xiaojun Wan
An Exploratory Study on Model Compression for Text-to-SQL
Shuo Sun, Yuze Gao, Yuchen Zhang, Jian Su, Bin Chen, Yingzhan Lin and Shuqi Sun
Intent Discovery with Frame-guided Semantic Regularization and Augmentation
yajing sun, Rui Zhang, Jingyuan Yang and Wei Peng
Transitioning from benchmarks to a real-world case of information-seeking in Scientific Publications
Chyrine Tahri, Aurore Bochnakian, Patrick Haouat and Xavier Tannier
Focal Training and Tagger Decouple for Grammatical Error Correction
Minghuan Tan, Min Yang and Ruifeng Xu
Parallel Data Helps Neural Entity Coreference Resolution
Gongbo Tang and Christian Hardmeier
XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding
Moming Tang, Chengyu Wang, Jianing Wang, Chuanqi Tan, Songfang Huang, Cen CHEN and Weining Qian
Better Language Models of Code through Self-Improvement
Hung To, Nghi Bui, Jin L.C. Guo and Tien Nguyen
Not Enough Data to Pre-train Your Language Model? MT to the Rescue!
Gorka Urbizu, Iñaki San Vicente, Xabier Saralegi and Ander Corral
An Empirical Comparison of LM-based Question and Answer Generation Methods
Asahi Ushio, Fernando Alva-Manchego and Jose Camacho-Collados
On Evaluating and Mitigating Gender Biases in Multilingual Settings
Aniket Vashishtha, Kabir Ahuja and Sunayana Sitaram
Efficient Out-of-Domain Detection for Sequence to Sequence Models
Artem Vazhentsev, Akim Tsvigun, Roman Vashurin, Sergey Petrakov, Daniil Vasilev, Maxim Panov, Alexander Panchenko and Artem Shelmanov
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation
Yixin Wan, Kuan-Hao Huang and Kai-Wei Chang
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering
Cunxiang Wang, Haofei Yu and Yue Zhang
Solving Cosine Similarity Underestimation between High Frequency Words by $\ell_2$ Norm Discounting
Saeth Wannasuphoprasit, Yi Zhou and Danushka Bollegala
ActiveAED: A Human in the Loop Improves Annotation Error Detection
Leon Weber and Barbara Plank
G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network
Rongxiang Weng, wen sen Cheng and Min Zhang
Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction
Julia White, Arushi Raghuvanshi and Yada Pruksachatkun
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning
Genta Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin, Pengxiang Cheng, Mayank Kulkarni and Daniel Preotiuc-Pietro
OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking
Xueqing Wu, Sha Li and Heng Ji
Negation Scope Refinement via Boundary Shift Loss
Yin Wu and Aixin Sun
Enhancing Continual Relation Extraction via Classifier Decomposition
Heming Xia, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao and Zhifang Sui
Sampling Better Negatives for Distantly Supervised Named Entity Recognition
Lu Xu, Lidong Bing and Wei Lu
Towards Zero-Shot Persona Dialogue Generation with In-Context Learning
Xinchao Xu, Zeyang Lei, Wenquan Wu, Zheng-Yu Niu, Hua Wu and Haifeng Wang
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network
Yao Xu, Shizhu He, Li Cai, Kang Liu and Jun Zhao
Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction
Kosuke Yamada, Ryohei Sasano and Koichi Takeda
How does the task complexity of masked pretraining objectives affect downstream performance?
Atsuki Yamaguchi, Hiroaki Ozaki, Terufumi Morishita, Gaku Morio and Yasuhiro Sogawa
Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention
Longfei Yang, Jiyi Li, Sheng Li and Takahiro Shinozaki
Do Large Language Models Know What They Don’t Know?
Zhangyue Yin, Qiushi Sun, Qipeng Guo, Jiawen Wu, Xipeng Qiu and Xuanjing Huang
INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition
Eunseop Yoon, Hee Suk Yoon, John Harvill, Mark Hasegawa-Johnson and Chang Yoo
Unified Language Representation for Question Answering over Text, Tables, and Images
Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang and Yongbin Li
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation
Xingdi Yuan, Tong Wang, Yen-Hsiang Wang, Emery Fine, Rania Abdelghani, Hélène Sauzéon and Pierre-Yves Oudeyer
Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies
Raymond Zhang, Neha Nayak Kennard, Daniel Smith, Daniel McFarland, Andrew McCallum and Katherine Keith
Adaptive Attention for Sparse-based Long-sequence Transformer
Xuanyu Zhang, Zhepeng Lv and Qing Yang
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models
Yuhui Zhang, Michihiro Yasunaga, Zhengping Zhou, Jeff Z. HaoChen, James Zou, Percy Liang and Serena Yeung
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks
Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang, Xin Jiang, Qun Liu and Zhenglu Yang
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification
Yang Zhao, Tetsuya Nasukawa, Masayasu Muraoka and Bishwaranjan Bhattacharjee
ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision
Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan Wang and Jiawei Han
Enhancing Cross-lingual Prompting with Dual Prompt Augmentation
Meng Zhou, Xin Li, Yue Jiang and Lidong Bing
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations
Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen and Yuexian Zou