EMNLP 2022 Papers with Semantic Skimming

Findings / Regular Long Paper

Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion

Jian Song, Di Liang, Rumei Li, Yuntao Li, Sirui Wang, Minlong Peng, Wei Wu, Yongxin Yu

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT

James Lee-Thorp, Joshua Ainslie

Findings / Regular Long Paper

Acceptability Judgements via Examining the Topology of Attention Maps

Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev

Findings / Regular Long Paper

Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards

Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

Findings / Regular Short Paper

Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation

Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang, Weizhu Chen, Nan Duan

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Does Simultaneous Speech Translation need Simultaneous Models?

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Findings / Regular Long Paper

Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment

Tuan Q. Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Z. Ossowski, Yifei Ming, Junjie Hu, Dimitris Papailiopoulos, Kangwook Lee

Findings / Regular Long Paper

Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering

Mingxuan Ju, Wenhao Yu, Tong Zhao, Chuxu Zhang, Yanfang Ye

Findings / Regular Long Paper

NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures

Jannis Vamvas, Rico Sennrich

Findings / Regular Long Paper

Language Models Understand Us, Poorly

Jared Moore

Findings / Regular Short Paper

Dialogue Meaning Representation for Task-Oriented Dialogue Systems

Xiangkun Hu, Junqi Dai, Hang Yan, Yi Zhang, Qipeng Guo, Xipeng Qiu, Zheng Zhang

Findings / Regular Long Paper

Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking

Yinghui Li, Shirong Ma, Qingyu Zhou, Zhongli Li, Li Yangning, Shulin Huang, Ruiyang Liu, Chao Li, Yunbo Cao, Haitao Zheng

Findings / Regular Long Paper

Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?

Xilun Chen, Kushal Lakhotia, Barlas Oguz, Anchit Gupta, Patrick Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih

Findings / Regular Long Paper

Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond

Nils Dycke, Ilia Kuznetsov, Iryna Gurevych

Ethic Concerns:Ethics

Findings / Regular Long Paper

AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant

Weixian Lei, DIFEI GAO, Yuxuan Wang, Dongxing Mao, Zihan Liang, Lingmin Ran, Mike Zheng Shou

Findings / Regular Long Paper

Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation

Zhiyuan Zhang, Qi Su, Xu Sun

Findings / Regular Long Paper

Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models

Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun

Findings / Regular Long Paper

Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion

Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston

Findings / Regular Long Paper

Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen

Findings / Regular Long Paper

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training

Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang LOU

Findings / Regular Long Paper

CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation

Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, hongcheng guo, Zhoujun Li, Furu Wei

Findings / Regular Long Paper

Handling and Presenting Harmful Text in NLP Research

Hannah Rose Kirk, Abeba Birhane, Bertie Vidgen, Leon Derczynski

Findings / Regular Long Paper

Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis

Ronghao Lin, Haifeng Hu

Findings / Regular Long Paper

Towards Unified Prompt Tuning for Few-shot Text Classification

Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao

Findings / Regular Long Paper

Can language models learn from explanations in context?

Andrew Kyle Lampinen, Ishita Dasgupta, Stephanie C.Y. Chan, Kory Mathewson, MH Tessler, Antonia Creswell, James L. McClelland, Jane X. Wang, Felix Hill

Findings / Regular Long Paper

GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval

Jiduan Liu, Jiahao Liu, Yang Yang, Jingang Wang, Wei Wu, Dongyan Zhao, Rui Yan

Findings / Regular Long Paper

Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction

Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Li Yangning, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, Ying Shen

Findings / Regular Long Paper

TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack

Zhen Yu, Xiaosen Wang, Wanxiang Che, Kun He

Findings / Regular Long Paper

Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction

Yue Yang, Artemis Panagopoulou, Marianna Apidianaki, Mark Yatskar, Chris Callison-Burch

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks

Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun

Findings / Regular Long Paper

Representation Learning for Resource-Constrained Keyphrase Generation

Di Wu, Wasi U. Ahmad, Sunipa Dev, Kai-Wei Chang

Findings / Regular Long Paper

Systematicity in GPT-3's Interpretation of Novel English Noun Compounds

Siyan Li, Riley Carlson, Christopher Potts

Linguistic Theories, Cognitive Modeling and Psycholinguistics

Findings / Regular Short Paper

CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation

Jiashuo WANG, Yi Cheng, Wenjie Li

Findings / Regular Long Paper

What Language Model to Train if You Have One Million GPU Hours?

Teven Le Scao, Thomas Wang, Daniel Hesslow, Stas Bekman, M Saiful Bari, Stella Biderman, Hady Elsahar, Niklas Muennighoff, Jason Phang, Ofir Press, Colin Raffel, Victor Sanh, Sheng Shen, Lintang Sutawika, Jaesung Tae, Zheng Xin Yong, Julien Launay, Iz Beltagy

Findings / Regular Long Paper

Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble

Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee

Findings / Regular Long Paper

Contrastive Demonstration Tuning for Pre-trained Language Models

Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen

Findings / Regular Long Paper

Influence Functions for Sequence Tagging Models

Sarthak Jain, Varun Manjunatha, Byron C. Wallace, Ani Nenkova

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning

Yasaman Razeghi, Robert L Logan IV, Matt Gardner, Sameer Singh

Findings / Regular Long Paper

From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction

Xiuyu Wu, Yunfang Wu

Findings / Regular Long Paper

Language Models Are Poor Learners of Directional Inference

Tianyi Li, Mohammad Javad Hosseini, Sabine Weber, Mark Steedman

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Measuring and Improving Semantic Diversity of Dialogue Generation

Seungju Han, Beomsu Kim, Buru Chang

Findings / Regular Long Paper

Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training

Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C.H. Hoi

Findings / Regular Long Paper

Autoregressive Structured Prediction with Language Models

Tianyu Liu, Yuchen Eleanor Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan

Findings / Regular Short Paper

XDoc: Unified Pre-training for Cross-Format Document Understanding

Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei

Findings / Regular Long Paper

A Few More Examples May Be Worth Billions of Parameters

Yuval Kirstain, Patrick Lewis, Sebastian Riedel, Omer Levy

Findings / Regular Long Paper

Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization

Yue Dong, John Wieting, Pat Verga

Findings / Regular Long Paper

RL with KL penalties is better viewed as Bayesian inference

Tomasz Korbak, Ethan Perez, Christopher L. Buckley

Findings / Regular Short Paper

Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval

Wei Zhong, Jheng-Hong Yang, YUQING XIE, Jimmy Lin

Findings / Regular Long Paper

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem

Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu

Findings / Regular Long Paper

Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings

Jian Zhu, Zuoyu Tian, Yadong Liu, Cong Zhang, Chia-Wen Lo

Findings / Regular Long Paper

Progressive Sentiment Analysis for Code-Switched Text Data

Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang

Findings / Regular Long Paper

TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation

Xuanyu Zhang, Qing Yang, Dongliang Xu

Findings / Regular Short Paper

Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue

Xiao-Fei Wen, Wei Wei, Xian-Ling Mao

Findings / Regular Long Paper

Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering

Shiquan Yang, Xinting Huang, Jey Han Lau, Sarah Erfani

Findings / Regular Long Paper

Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator

Qinyuan Cheng, Linyang Li, Guofeng Quan, Feng Gao, xiaofeng mou, Xipeng Qiu

Findings / Regular Long Paper

MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation

Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang

Findings / Regular Long Paper

Transformer Language Models without Positional Encodings Still Learn Positional Information

Adi Haviv, Ori Ram, Ofir Press, Peter Izsak, Omer Levy

Findings / Regular Short Paper

Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations

Julia El Zini, Mariette Awad

Findings / Regular Long Paper

How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers

Michael Hassid, Hao Peng, Daniel Rotem, Jungo Kasai, Ivan Montero, Noah A. Smith, Roy Schwartz

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

What Has Been Enhanced in my Knowledge-Enhanced Language Model?

Yifan Hou, Guoji Fu, Mrinmaya Sachan

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions

François Remy, Kris Demuynck, Thomas Demeester

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

On the Effectiveness of Automated Metrics for Text Generation Systems

Pius von Däniken, Jan Deriu, Don Tuggener, Mark Cieliebak

Findings / Regular Long Paper

N-gram Is Back: Residual Learning of Neural Text Generation with n-gram Language Model

Huayang Li, Deng Cai, Jin Xu, Taro Watanabe

Findings / Regular Long Paper

Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations

Kuan-Hao Huang, Varun Iyer, Anoop Kumar, Sriram Venkatapathy, Kai-Wei Chang, Aram Galstyan

Findings / Regular Short Paper

Data Selection Curriculum for Neural Machine Translation

Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq Joty

Findings / Regular Long Paper

Text Editing as Imitation Game

Ning Shi, Bin Tang, Bo Yuan, Longtao Huang, Yewen Pu, Jie Fu, Zhouhan Lin

Findings / Regular Long Paper

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies

Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen McKeown

Findings / Regular Long Paper

Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers

Jieyu Zhao, Xuezhi Wang, Yao Qin, Jilin Chen, Kai-Wei Chang

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Short Paper

Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification

Linxin Song, Jieyu Zhang, Tianxiang Yang, Masayuki Goto

Findings / Regular Long Paper

ComFact: A Benchmark for Linking Contextual Commonsense Knowledge

Silin Gao, Jena D. Hwang, Saya Kanno, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut

Findings / Regular Long Paper

Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models

Victor Bursztyn, David Demeter, Doug Downey, Larry Birnbaum

Findings / Regular Long Paper

Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation

Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han

Findings / Regular Long Paper

Hyperdecoders: Instance-specific decoders for multi-task NLP

Hamish Ivison, Matthew Peters

Findings / Regular Long Paper

Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding

Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, hong yu

Findings / Regular Long Paper

Do Language Models Understand Measurements?

Sungjin Park, Seungwoo Ryu, Edward Choi

Findings / Regular Short Paper

Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition

Youcheng Huang, Wenqiang Lei, Jie Fu, Jiancheng Lv

Findings / Regular Long Paper

HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold

Ruihan Zhang, Wei Wei, Xian-Ling Mao, rui fang, Dangyang Chen

Findings / Regular Long Paper

DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition

Jiali Zeng, Yufan Jiang, Yongjing Yin, Xu Wang, Binghuai Lin, Yunbo Cao

Findings / Regular Short Paper

Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance

Abhishek Agarwal, Shanshan Xu, Matthias Grabmair

Ethic Concerns:Summarization

Findings / Regular Long Paper

ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models

Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou, Eric P. Xing, Zhiting Hu

Findings / Regular Long Paper

FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction

Lvxiaowei Xu, Jianwang Wu, Jiawei Peng, Jiayu Fu, Ming Cai

Findings / Regular Long Paper

Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling

Zhichao Duan, Xiuxing Li, Zhenyu Li, Zhuo Wang, Jianyong Wang

Findings / Regular Long Paper

Self-supervised Rewiring of Pre-trained Speech Encoders: \\Towards Faster Fine-tuning with Less Labels in Speech Processing

Hao Yang, Jinming Zhao, Gholamreza Haffari, Ehsan Shareghi

Findings / Regular Short Paper

RedApt: An Adaptor for wav2vec 2 Encoding \\ Faster and Smaller Speech Translation without Quality Compromise

Jinming Zhao, Hao Yang, Gholamreza Haffari, Ehsan Shareghi

Findings / Regular Short Paper

How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts.

Shanya Sharma, Manan Dey, Koustuv Sinha

Findings / Regular Long Paper

Are Large Pre-Trained Language Models Leaking Your Personal Information?

Jie Huang, Hanyin Shao, Kevin Chang

Findings / Regular Short Paper

CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers

Dongling Xiao, LinZheng Chai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li, Yunbo Cao

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document

Shaden Shaar, Nikola Georgiev, Firoj Alam, Giovanni Da San Martino, Aisha Mohamed, Preslav Nakov

Findings / Regular Long Paper

No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media

Maximilian Spliethöver, Maximilian Keiff, Henning Wachsmuth

Computational Social Science and Cultural Analytics

Findings / Regular Long Paper

Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages

Kevin Heffernan, Onur Çelebi, Holger Schwenk

Findings / Regular Long Paper

Towards Generalizable and Robust Text-to-SQL Parsing

Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li

Findings / Regular Long Paper

EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start

Jonathan Mallinson, Jakub Adamek, Eric Malmi, Aliaksei Severyn

Findings / Regular Long Paper

A Neural-Symbolic Approach to Natural Language Understanding

Zhixuan Liu, Zihao Wang, Yuan Lin, Hang Li

Ethic Concerns:Efficient Methods for NLP

Findings / Regular Long Paper

Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation

Shaolei Zhang, Shoutao Guo, Yang Feng

Findings / Regular Long Paper

Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation

Shoutao Guo, Shaolei Zhang, Yang Feng

Findings / Regular Long Paper

Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning

Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang

Findings / Regular Long Paper

Syntax-guided Localized Self-attention by Constituency Syntactic Distance

Shengyuan Hou, Jushi Kai, Haotian Xue, Bingyu Zhu, Bo Yuan, Longtao Huang, Xinbing Wang, Zhouhan Lin

Findings / Regular Short Paper

Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation

Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He

Findings / Regular Long Paper

Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection

Fei Zhao, Yuchen Shen, Zhen Wu, Xinyu Dai

Sentiment Analysis, Stylistic Analysis, and Argument Mining

Findings / Regular Long Paper

Visual Named Entity Linking: A New Dataset and A Baseline

Wen Xiang Sun, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Xueqi Cheng

Findings / Regular Long Paper

MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning

Constantin Eichenberg, Sidney Black, Samuel Weinbach, Letitia Parcalabescu, Anette Frank

Findings / Regular Long Paper

Towards Tracing Knowledge in Language Models Back to the Training Data

Ekin Akyurek, Tolga Bolukbasi, Frederick Liu, Binbin Xiong, Ian Tenney, Jacob Andreas, Kelvin Guu

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs

Costas Mavromatis, George Karypis

Findings / Regular Long Paper

TAPE: Assessing Few-shot Russian Language Understanding

Ekaterina Taktasheva, Alena Fenogenova, Denis Shevelev, Nadezhda Katricheva, Maria Tikhonova, Albina Ramilevna Akhmetgareeva, Oleg Vadimovich Zinkevich, Anastasiia Y. Bashmakova, Svetlana V. Iordanskaia, Valentina Kurenshchikova, Alena Spiridonova, Ekaterina Artemova, Tatiana Shavrina, Vladislav Mikhailov

Findings / Regular Long Paper

A Hierarchical N-Gram Framework for Zero-Shot Link Prediction

Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, yang ye

Findings / Regular Long Paper

Inferring Implicit Relations in Complex Questions with Language Models

Uri Katz, Mor Geva, Jonathan Berant

Findings / Regular Long Paper

In-Context Learning for Few-Shot Dialogue State Tracking

Yushi Hu, Chia-Hsuan Lee, Tianbao Xie, Tao Yu, Noah A. Smith, Mari Ostendorf

Findings / Regular Long Paper

On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization

Shruti Palaskar, Akshita Bhagia, Yonatan Bisk, Florian Metze, Alan W Black, Ana Marasovic

Findings / Regular Long Paper

The challenges of temporal alignment on Twitter during crises

Aniket Pramanick, Tilman Beck, Kevin Stowe, Iryna Gurevych

Computational Social Science and Cultural Analytics

Findings / Regular Long Paper

Experimental Standards for Deep Learning in Natural Language Processing Research

Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein, Daniel Varab, Mike Zhang, Rob van der Goot, Christian Hardmeier, Barbara Plank

Findings / Regular Long Paper

Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts

Nghia T. Le, Fan Bai, Alan Ritter

Findings / Regular Long Paper

Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity

Dennis Ulmer, Jes Frellsen, Christian Hardmeier

Findings / Regular Long Paper

SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation

Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation

Wanyu Du, Hanjie Chen, Yangfeng Ji

Findings / Regular Long Paper

Probing for Incremental Parse States in Autoregressive Language Models

Tiwalayo Eisape, Vineet Gangireddy, Roger Levy, Yoon Kim

Findings / Regular Long Paper

Re-Examining Calibration: The Case of Question Answering

Chenglei Si, Chen Zhao, Sewon Min, Jordan Boyd-Graber

Findings / Regular Long Paper

Mitigating Covertly Unsafe Text within Natural Language Systems

Alex Mei, Anisha Kabir, Sharon Levy, Melanie Subbiah, Emily Allaway, John N. Judge, Desmond Patton, Bruce Bimber, Kathleen McKeown, William Yang Wang

Findings / Regular Long Paper

DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning

Chuhan Wu, Fangzhao Wu, Xiangnan He, Yongfeng Huang

Findings / Regular Short Paper

Conversation Disentanglement with Bi-Level Contrastive Learning

Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao

Findings / Regular Long Paper

Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning

Yuxin Jiang, Linhan Zhang, Wei Wang

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval

Xing Wu, Chaochen Gao, Zijia Lin, Zhongyuan Wang, Jizhong Han, Songlin Hu

Findings / Regular Long Paper

InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings

Xing Wu, Chaochen Gao, Zijia Lin, Jizhong Han, Zhongyuan Wang, Songlin Hu

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Benchmarking Language Models for Code Syntax Understanding

Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song

Findings / Regular Long Paper

Gender Bias in Meta-Embeddings

Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki

Findings / Regular Long Paper

Third-Party Aligner for Neural Word Alignments

Jinpeng Zhang, Chuanqi Dong, Xiangyu Duan, Yuqi Zhang, Min Zhang

Findings / Regular Long Paper

Generative Prompt Tuning for Relation Classification

Jiale Han, Shuai Zhao, Bo Cheng, shengkun ma, Wei Lu

Findings / Regular Long Paper

DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection

Haoran Meng, Zheng Xin, Tianyu Liu, Zizhen Wang, he feng, Binghuai Lin, Xuemin Zhao, Yunbo Cao, Zhifang Sui

Findings / Regular Long Paper

Getting the Most out of Simile Recognition

Xiaoyue Wang, Linfeng Song, Xin Liu, Chulun Zhou, Hualin Zeng, Jinsong Su

Sentiment Analysis, Stylistic Analysis, and Argument Mining

Findings / Regular Long Paper

A Unified Framework for Pun Generation with Humor Principles

Yufei Tian, Divyanshu Arun Sheth, Nanyun Peng

Findings / Regular Short Paper

Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings

Gaurav Pandey, Danish Contractor, Sachindra Joshi

Findings / Regular Long Paper

AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models

Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee

Findings / Regular Long Paper

ER-Test: Evaluating Explanation Regularization Methods for Language Models

Brihi Joshi, Aaron Z. Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning

Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou

Findings / Regular Long Paper

Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling

Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola, Hongxia Jin

Findings / Regular Long Paper

PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population

Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See

Findings / Regular Long Paper

Truncation Sampling as Language Model Desmoothing

John Hewitt, Christopher Manning, Percy Liang

Findings / Regular Long Paper

Knowledge-grounded Dialog State Tracking

Dian Yu, Mingqiu Wang, Yuan Cao, Laurent El Shafey, Izhak Shafran, Hagen Soltau

Findings / Regular Short Paper

Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation

Xu Guo, Boyang Li, Han Yu

Findings / Regular Long Paper

CrossRE: A Cross-Domain Dataset for Relation Extraction

Elisa Bassignana, Barbara Plank

Findings / Regular Long Paper

ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback

Jiacheng Ye, Jiahui Gao, Zhiyong Wu, Jiangtao Feng, Tao Yu, Lingpeng Kong

Findings / Regular Long Paper

Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA

Qingyi Si, Fandong Meng, Mingyu Zheng, Zheng Lin, Yuanxin LIU, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou

Findings / Regular Long Paper

Bridging the Training-Inference Gap for Dense Phrase Retrieval

Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang

Findings / Regular Long Paper

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding

Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Yuhui Cao, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

Findings / Regular Long Paper

Keep Me Updated! Memory Management in Long-term Conversations

Sanghwan Bae, Donghyun Kwak, Soyoung Kang, Min Young Lee, Sungdong Kim, Yuin Jeong, Hyeri Kim, Sang-Woo Lee, Woomyoung Park, Nako Sung

Findings / Regular Long Paper

Describing Sets of Images with Textual-PCA

Oded Hupert, Idan Schwartz, Lior Wolf

Findings / Regular Long Paper

Learning to Model Editing Processes

Machel Reid, Graham Neubig

Findings / Regular Long Paper

PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion

Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song

Findings / Regular Long Paper

SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases

Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G P Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander Gray, Guilherme Lima, Ryan Riegel, Francois Luus, L V Subramaniam

Findings / Regular Long Paper

Adapters for Enhanced Modeling of Multilingual Knowledge and Text

Yifan Hou, Wenxiang Jiao, Meizhen Liu, Carl Allen, Zhaopeng Tu, Mrinmaya Sachan

Findings / Regular Long Paper

SepLL: Separating Latent Class Labels from Weak Supervision Noise

Andreas Stephan, Vasiliki Kougia, Benjamin Roth

Findings / Regular Long Paper

On the Role of Bidirectionality in Language Model Pre-Training

Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, Veselin Stoyanov

Findings / Regular Long Paper

CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure

Nuo Chen, Qiushi Sun, Renyu Zhu, Xiang Li, Xuesong Lu, Ming Gao

Findings / Regular Short Paper

Learning to Revise References for Faithful Summarization

Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen McKeown, Noémie Elhadad

Findings / Regular Long Paper

On the Impact of Temporal Concept Drift on Model Explanations

Zhixue Zhao, George Chrysostomou, Kalina Bontcheva, Nikolaos Aletras

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models

Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao

Findings / Regular Long Paper

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA

Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan

Findings / Regular Long Paper

SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction

Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng

Findings / Regular Long Paper

Multilingual Multimodal Learning with Machine Translated Text

Chen Qiu, Dan Oneață, Emanuele Bugliarello, Stella Frank, Desmond Elliott

Findings / Regular Long Paper

How to Do Things without Words: Modeling Semantic Drift of Emoji

Eyal Arviv, Oren Tsur

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Short Paper

Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models

Silke Husse, Andreas Spitz

Findings / Regular Long Paper

m^4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter

Wen Lai, Alexandra Chronopoulou, Alexander Fraser

Findings / Regular Long Paper

Dialogic: Controllable Dialogue Simulation with In-Context Learning

Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan

Findings / Regular Long Paper

Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards

Jean-Benoit Delbrouck, Pierre Chambon, Christian Bluethgen, Emily Tsai, Omar Almusa, Curtis Langlotz

Findings / Regular Long Paper

HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response

Selim Fekih, Nicolo' Tamagnone, Benjamin Minixhofer, Ranjan Shrestha, Ximena Contla, Ewan Oglethorpe, Navid Rekabsaz

Findings / Regular Short Paper

Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation

Chenze Shao, Zhengrui Ma, Yang Feng

Findings / Regular Short Paper

Realistic Data Augmentation Framework for Enhancing Tabular Reasoning

Dibyakanti Kumar, Vivek Gupta, Soumya Sharma, Shuo Zhang

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

The Curious Case of Absolute Position Embeddings

Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy, Joelle Pineau, Dieuwke Hupkes, Adina Williams

Findings / Regular Short Paper

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again

Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton B. Washington, You Chen, Lang Li, Huan Sun, Yu Su

Findings / Regular Long Paper

Generating Textual Adversaries with Minimal Perturbation

Xingyi Zhao, Lu Zhang, Depeng Xu, Shuhan Yuan

Findings / Regular Short Paper

Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection

Lanrui Wang, Jiangnan Li, Zheng Lin, Fandong Meng, Chenxu Yang, Weiping Wang, Jie Zhou

Findings / Regular Long Paper

Joint Multilingual Knowledge Graph Completion and Alignment

Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert

Findings / Regular Long Paper

Readability Controllable Biomedical Document Summarization

Zheheng Luo, Qianqian Xie, Sophia Ananiadou

Findings / Regular Long Paper

Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems

Wang Zhu, Jesse Thomason, Robin Jia

Findings / Regular Long Paper

Learning to Model Multimodal Semantic Alignment for Story Visualization

Bowen Li, Thomas Lukasiewicz

Findings / Regular Short Paper

SciFact-Open: Towards open-domain scientific claim verification

David Wadden, Kyle Lo, Bailey E. Kuehl, Arman Cohan, Iz Beltagy, Lucy Lu Wang, Hannaneh Hajishirzi

Findings / Regular Long Paper

COMET-QE and Active Learning for Low-Resource Machine Translation

Everlyn Chimoto, Bruce Bassett

Findings / Regular Short Paper

Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference

Mobashir Sadat, Cornelia Caragea

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Unsupervised Text Deidentification

John Morris, Justin Chiu, Ramin Zabih, Alexander Rush

Findings / Regular Long Paper

Federated Continual Learning for Text Classification via Selective Inter-client Transfer

Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta

Findings / Regular Long Paper

DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents

Ziqiao Ma, Benjamin VanDerPloeg, Cristian-Paul Bara, Huang Yidong, Eui-In Kim, Felix Gervits, Matthew Marge, Joyce Chai

Findings / Regular Long Paper

He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues

Amanda Bertsch, Graham Neubig, Matthew R. Gormley

Findings / Regular Long Paper

KPDROP: Improving Absent Keyphrase Generation

Jishnu Ray Chowdhury, Seo Yeon Park, Tuhin Kundu, Cornelia Caragea

Findings / Regular Long Paper

EnDex: Evaluation of Dialogue Engagingness at Scale

Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada, Nischal Reddy Chandra, Nanyun Peng

Findings / Regular Short Paper

LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification

Dheeraj Mekala, Chengyu Dong, Jingbo Shang

Findings / Regular Long Paper

Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models

Clara Na, Sanket Vaibhav Mehta, Emma Strubell

Findings / Regular Long Paper

Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation

Shivanshu Gupta, Sameer Singh, Matt Gardner

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Unsupervised Multi-Granularity Summarization

Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han

Findings / Regular Long Paper

Distillation-Resistant Watermarking for Model Protection in NLP

Xuandong Zhao, Lei Li, Yu-Xiang Wang

Findings / Regular Long Paper

NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation

Phillip Howard, Gadi Singer, Vasudev Lal, Yejin Choi, Swabha Swayamdipta

Findings / Regular Long Paper

BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples

Mohaddeseh Bastan, Mihai Surdeanu, Niranjan Balasubramanian

Findings / Regular Long Paper

Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks

Vikas Raunak, Arul Menezes

Findings / Regular Short Paper

SALTED: A Framework for SAlient Long-tail Translation Error Detection

Vikas Raunak, Matt Post, Arul Menezes

Findings / Regular Long Paper

Discord Questions: A Computational Approach To Diversity Analysis in News Coverage

Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang Chen, Caiming Xiong

Findings / Regular Long Paper

Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media

Chan Young Park, Julia Mendelsohn, Anjalie Field, Yulia Tsvetkov

Ethic Concerns:Theme Track

Findings / Regular Long Paper

Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering

Juan Zha, Zheng Li, Ying Wei, Yu Zhang

Findings / Regular Long Paper

XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing

Peng Shi, Rui Zhang, He Bai, Jimmy Lin

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / Regular Long Paper

Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge

Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao

Findings / Regular Long Paper

Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes

Louis Clouatre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar

Findings / Regular Long Paper

Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game

Dan Ofer, Dafna Shahaf

Ethic Concerns:Computational Social Science and Cultural Analytics

Findings / Regular Short Paper

Open-Vocabulary Argument Role Prediction For Event Extraction

Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han

Findings / Regular Long Paper

CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization

Hossein Rajaby Faghihi, Bashar Alhafni, Ke Zhang, Shihao Ran, Joel Tetreault, Alejandro Jaimes

Findings / Regular Long Paper

Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models

Lifu Tu, Caiming Xiong, Yingbo Zhou

Findings / Regular Short Paper

EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention

Chen Tang, Chenghua Lin, Henglin Huang, Frank Guerin, Zhihao Zhang

Findings / Regular Long Paper

Effective Pretraining Objectives for Transformer-based Autoencoders

Luca Di Liello, Matteo Gabburo, Alessandro Moschitti

Findings / Regular Long Paper

A Two-Stage Approach towards Generalization in Knowledge Base Question Answering

Srinivas Ravishankar, Dung Thai, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Tahira Naseem, Pavan Kapanipathi, Gaetano Rossiello, Achille Fokoue

Findings / Regular Long Paper

Data Cartography for Low-Resource Neural Machine Translation

Aquia Richburg, Marine Carpuat

Findings / Regular Long Paper

Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play

Qi Liu, Zihuiwen Ye, Tao Yu, Linfeng Song, Phil Blunsom

Findings / Regular Long Paper

Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models

David Wingate, Mohammad Shoeybi, Taylor Sorensen

Ethic Concerns:Language Modeling and Analysis of Language Models

Findings / Regular Long Paper

NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries?

Saadia Gabriel, Hamid Palangi, Yejin Choi

Findings / Regular Short Paper

Unsupervised Learning of Hierarchical Conversation Structure

Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf

Findings / Regular Long Paper

Task Compass: Scaling Multi-task Pre-training with Task Prefix

Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng

Findings / Regular Long Paper

Sharpness-Aware Minimization with Dynamic Reweighting

Wenxuan Zhou, Fangyu Liu, Huan Zhang, Muhao Chen

Findings / Regular Long Paper

Predicting Long-Term Citations from Short-Term Linguistic Influence

Sandeep Soni, David Bamman, Jacob Eisenstein

Computational Social Science and Cultural Analytics

Findings / Regular Long Paper

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition

Suyoun Kim, Ke Li, Lucas Kabela, Ron Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le

Findings / Regular Short Paper

Probing Cross-modal Semantics Alignment Capability from the Textual Perspective

Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun CHEN

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning

Shuo Xie, Jiahao Qiu, Ankita Pasad, Li Du, Qing Qu, Hongyuan Mei

Findings / Regular Long Paper

Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios

Zhuohao Chen, Nikolaos Flemotomos, Zac Imel, David Atkins, Shrikanth Narayanan

Linguistic Theories, Cognitive Modeling and Psycholinguistics

Findings / Regular Short Paper

Keyphrase Generation Beyond the Boundaries of Title and Abstract

Krishna Garg, Jishnu Ray Chowdhury, Cornelia Caragea

Findings / Regular Long Paper

Controlling Bias Exposure for Fair Interpretable Predictions

Zexue He, Yu Wang, Julian McAuley, Bodhisattwa Prasad Majumder

Findings / Regular Long Paper

Investigating the Benefits of Free-Form Rationales

Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

Exploring The Landscape of Distributional Robustness for Question Answering Models

Anas Awadalla, Mitchell Wortsman, Gabriel Ilharco, Sewon Min, Ian Magnusson, Hannaneh Hajishirzi, Ludwig Schmidt

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Long Paper

Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation

Xueliang Zhao, Yuxuan Wang, Chongyang Tao, Chenshuo Wang, Dongyan Zhao

Findings / Regular Long Paper

PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text

Xianjun Yang, Ya Zhuo, Julia Zuo, Xinlu Zhang, Stephen Wilson, Linda Petzold

Findings / Regular Long Paper

Validity Assessment of Legal Will Statements as Natural Language Inference

Alice Saebom Kwak, Jacob O. Israelsen, Clayton T. Morrison, Derek E. Bambauer, Mihai Surdeanu

Findings / Regular Long Paper

Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure

Joseph Peper, Lu Wang

Sentiment Analysis, Stylistic Analysis, and Argument Mining

Findings / Regular Short Paper

Identifying Human Strategies for Generating Word-Level Adversarial Examples

Maximilian Mozes, Bennett Kleinberg, Lewis Griffin

Interpretability, Interactivity and Analysis of Models for NLP

Findings / Regular Short Paper

SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training

Hui Chen, Wei Han, Soujanya Poria

Ethic Concerns:Unsupervised and Weakly-Supervised Methods in NLP

Findings / Regular Short Paper

A Benchmark and Dataset for Post-OCR text correction in Sanskrit

Ayush Maheshwari, Nikhil Singh, Amrith Krishna, Ganesh Ramakrishnan

Findings / Regular Short Paper

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation

Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie

Findings / Regular Long Paper

Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision

Zifeng Wang, Jimeng Sun

Findings / ARR - Long Paper

From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models

Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun

Findings / ARR - Long Paper

Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings

Iker García-Ferrero, Rodrigo Agerri, German Rigau

Findings / ARR - Long Paper

Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning

Hongqiu Wu, Ruixue Ding, Hai Zhao, Boli Chen, Pengjun Xie, Fei Huang, Min Zhang

Findings / ARR - Long Paper

Large-Scale Differentially Private BERT

Rohan Anil, Badih Ghazi, Vineet Gupta, Ravi Kumar, Pasin Manurangsi

Findings / ARR - Long Paper

BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization

Wojciech Kryscinski, Nazneen Rajani, Divyansh Agarwal, Caiming Xiong, Dragomir Radev

Findings / ARR - Long Paper

Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis

Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael S. Saxon, Lei Li, William Yang Wang

Findings / ARR - Long Paper

Summarization as Indirect Supervision for Relation Extraction

Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen

Findings / ARR - Long Paper

DIGAT: Modeling News Recommendation with Dual-Graph Interaction

Zhiming Mao, Jian Li, Hongru Wang, Xingshan Zeng, Kam-Fai Wong

Findings / ARR - Long Paper

Consecutive Question Generation via Dynamic Multitask Learning

Yunji Li, Sujian Li, Xing Shi

Findings / ARR - Long Paper

Subword Segmental Language Modelling for Nguni Languages

Francois Meyer, Jan Buys

Phonology, Morphology and Word Segmentation

Findings / ARR - Long Paper

Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning

Qingyi Si, Yuanxin LIU, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou

Findings / ARR - Long Paper

P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training

Junwei Bao, Yifan Wang, ying jiangyong, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He

Findings / ARR - Long Paper

Holistic Sentence Embeddings for Better Out-of-Distribution Detection

Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun

Findings / ARR - Short Paper

MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering

Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao

Findings / ARR - Long Paper

EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching

Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci

Findings / ARR - Long Paper

MBTI Personality Prediction for Fictional Characters Using Movie Scripts

Yisi Sang, Xiangyang Mou, Mo Yu, Dakuo Wang, Jing Li, Jeffrey Stanton

Findings / ARR - Short Paper

Probing for Constituency Structure in Neural Language Models

David Arps, Younes Samih, Laura Kallmeyer, Hassan Sajjad

Findings / ARR - Long Paper

Table-To-Text generation and pre-training with TabT5

Ewa Andrejczuk, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Yasemin Altun

Findings / ARR - Short Paper

PaCo: Preconditions Attributed to Commonsense Knowledge

Ehsan Qasemi, Filip Ilievski, Muhao Chen, Pedro Szekely

Findings / ARR - Long Paper

WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation

Alisa Liu, Swabha Swayamdipta, Noah A. Smith, Yejin Choi

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / ARR - Long Paper

Revisiting the Roles of "Text” in Text Games

Yi Gu, Shunyu Yao, Chuang Gan, Josh Tenenbaum, Mo Yu

Findings / ARR - Short Paper

FPT: Improving Prompt Tuning Efficiency via Progressive Training

Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu

Findings / ARR - Short Paper

Prompt-learning for Fine-grained Entity Typing

Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Haitao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim

Findings / ARR - Long Paper

TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer

Jivnesh Sandhan, Rathin Singha, Narein Rao, SUVENDU SAMANTA, Laxmidhar Behera, Pawan Goyal

Phonology, Morphology and Word Segmentation

Findings / ARR - Long Paper

Fair NLP Models with Differentially Private Text Encoders

Gaurav Maheshwari, Pascal Denis, Mikaela Keller, Aurélien Bellet

Findings / ARR - Long Paper

Modeling Context With Linear Attention for Scalable Document-Level Translation

Zhaofeng Wu, Hao Peng, Nikolaos Pappas, Noah A. Smith

Findings / ARR - Short Paper

What do Large Language Models Learn beyond Language?

Avinash Madasu, Shashank Srivastava

Findings / ARR - Long Paper

CONSISTENT: Open-Ended Question Generation From News Articles

Tuhin Chakrabarty, Justin Lewis, Smaranda Muresan

Findings / ARR - Long Paper

Efficient (Soft) Q-Learning for Text Generation with Limited Good Data

Han Guo, Bowen Tan, Zhengzhong Liu, Eric Xing, Zhiting Hu

Findings / ARR - Long Paper

Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning

Xiangyu Peng, Siyan Li, Sarah Wiegreffe, Mark Riedl

Findings / ARR - Long Paper

Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding

Jiali Zeng, Yongjing Yin, Yufan Jiang, Shuangzhi Wu, Yunbo Cao

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Findings / ARR - Long Paper

APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets

Kichang Yang, Wonjun Jang, Won Ik Cho

Findings / ARR - Long Paper

Guiding Neural Story Generation with Reader Models

Xiangyu Peng, Kaige Xie, Amal Alabdulkarim, Harshith Kayam, Samihan Dani, Mark Riedl

Findings / ARR - Long Paper

Reason first, then respond: Modular Generation for Knowledge-infused Dialogue

Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston

Findings / ARR - Long Paper

Logical Fallacy Detection

Zhijing Jin, Abhinav Lalwani, Tejas Vaidhya, Xiaoyu Shen, Yiwen Ding, Zhiheng LYU, Mrinmaya Sachan, Rada Mihalcea, Bernhard Schoelkopf

Findings / ARR - Long Paper

Revisiting Transformer-based Models for Long Document Classification

Xiang Dai, Ilias Chalkidis, Sune Darkner, Desmond Elliott

Findings / ARR - Long Paper

Time-aware Prompting for Text Generation

Shuyang Cao, Lu Wang

Findings / ARR - Short Paper

Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation

Michalis Korakakis, Andreas Vlachos

Findings / ARR - Long Paper

Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems

Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti

Findings / ARR - Long Paper

Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis

Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency

Findings / ARR - Long Paper

HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning

Zixuan Li, Zhongni Hou, Saiping Guan, Xiaolong Jin, Weihua Peng, Long Bai, Yajuan Lyu, Wei Li, Jiafeng Guo, Xueqi Cheng

Findings / ARR - Long Paper

Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments

Maor Ivgi, Yair Carmon, Jonathan Berant

Findings / ARR - Long Paper

Analyzing the Limits of Self-Supervision in Handling Bias in Language

Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella, Yang Liu, Mohit Bansal, Dilek Hakkani-Tur

Findings / ARR - Long Paper

Generative Knowledge Graph Construction: A Review

Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen

Oral / Regular Long Paper

CDConv: A Benchmark for Contradiction Detection in Chinese Conversations

Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang

Oral / Regular Long Paper

Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space

Mor Geva, Avi Caciularu, Kevin Wang, Yoav Goldberg

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Long Paper

Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling

Ki Yoon Yoo, Nojun Kwak

Oral / Regular Long Paper

Generating Natural Language Proofs with Verifier-Guided Search

Kaiyu Yang, Jia Deng, Danqi Chen

Oral / Regular Long Paper

The Geometry of Multilingual Language Model Representations

Tyler Chang, Zhuowen Tu, Benjamin Bergen

Oral / Regular Long Paper

Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs

Bowen Xing, Ivor Tsang

Oral / Regular Long Paper

The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains

Haoran Xu, Philipp Koehn, Kenton Murray

Oral / Regular Long Paper

Interpreting Language Models with Contrastive Explanations

Kayo Yin, Graham Neubig

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Long Paper

RankGen: Improving Text Generation with Large Ranking Models

Kalpesh Krishna, Yapei Chang, John Wieting, Mohit Iyyer

Oral / Regular Long Paper

Learning a Grammar Inducer from Massive Uncurated Instructional Videos

Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo

Oral / Regular Long Paper

Estimating Soft Labels for Out-of-Domain Intent Detection

Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li

Oral / Regular Long Paper

Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation

Jannis Bulian, Christian Buck, Wojciech Gajewski, Benjamin Börschinger, Tal Schuster

Oral / Regular Long Paper

Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking

Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin

Oral / Regular Long Paper

Linearizing Transformer with Key-Value Memory

Yizhe Zhang, Deng Cai

Oral / Regular Long Paper

Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions

Gaurav Verma, Vishwa Vinay, Ryan Rossi, Srijan Kumar

Oral / Regular Long Paper

Translation between Molecules and Natural Language

Carl Edwards, Tuan M. Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji

Oral / Regular Long Paper

What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment

Matthew Finlayson, Kyle Richardson, Ashish Sabharwal, Peter Clark

Oral / Regular Long Paper

InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning

Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi, Jeffrey P. Bigham

Oral / Regular Long Paper

Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling

Peijie Jiang, Dingkun Long, Yanzhao Zhang, Pengjun Xie, Meishan Zhang, Min Zhang

Phonology, Morphology and Word Segmentation

Oral / Regular Long Paper

RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder

Shitao Xiao, Zheng Liu, Yingxia Shao, Zhao Cao

Oral / Regular Long Paper

Aligning Recommendation and Conversation via Dual Imitation

Jinfeng Zhou, Bo Wang, Minlie Huang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou

Oral / Regular Long Paper

QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance

Xiaoqiang Wang, Bang Liu, Siliang Tang, Lingfei Wu

Oral / Regular Long Paper

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Oral / Regular Long Paper

Generative Language Models for Paragraph-Level Question Generation

Asahi Ushio, Fernando Alva-Manchego, Jose Camacho-Collados

Oral / Regular Long Paper

A Unified Encoder-Decoder Framework with Entity Memory

Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang

Oral / Regular Long Paper

Segmenting Numerical Substitution Ciphers

Nada Aldarrab, Jonathan May

Oral / Regular Long Paper

Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset

Ashish V. Thapliyal, Jordi Pont Tuset, Xi Chen, Radu Soricut

Oral / Regular Long Paper

ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select

Yuchen Zhuang, Yinghao Li, Junyang Zhang, Yue Yu, Yingjun Mou, Xiang Chen, Le Song, Chao Zhang

Oral / Regular Long Paper

GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs

Dong Yang, QING PEIJUN, Yang Li, Haonan Lu, xiaodong lin

Oral / Regular Long Paper

Reasoning Like Program Executors

Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang LOU, Weizhu Chen

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Oral / Regular Long Paper

Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning

Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur

Oral / Regular Long Paper

Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning

Xingwei He, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang, Jian Jiao, Bartuer Zhou, Biao Cheng, SM Yiu, Nan Duan

Oral / Regular Long Paper

Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization

Zexuan Qiu, Qinliang Su, Jianxing Yu, Shijing Si

Oral / Regular Long Paper

Cross-document Event Coreference Search: Task, Dataset and Modeling

Alon Eirew, Avi Caciularu, Ido Dagan

Oral / Regular Long Paper

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction

Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou

Oral / Regular Long Paper

How Large Language Models are Transforming Machine-Paraphrase Plagiarism

Jan Philip Wahle, Terry Ruas, Frederic Kirstein, Bela Gipp

Oral / Regular Long Paper

M2D2: A Massively Multi-Domain Language Modeling Dataset

Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer

Oral / Regular Long Paper

"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification

Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Long Paper

A Distributional Lens for Multi-Aspect Controllable Text Generation

Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Lingyuan Zhang, Heng Gong, Bing Qin

Oral / Regular Long Paper

Multilingual Relation Classification via Efficient and Effective Prompting

Yuxuan Chen, David Harbecke, Leonhard Hennig

Oral / Regular Long Paper

Fine-grained Contrastive Learning for Relation Extraction

William Hogan, Jiacheng Li, Jingbo Shang

Oral / Regular Long Paper

Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts

T.Y.S.S Santosh, Shanshan Xu, Oana Ichim, Matthias Grabmair

Oral / Regular Long Paper

SQuALITY: Building a Long-Document Summarization Dataset the Hard Way

Alex Wang, Richard Yuanzhe Pang, Angelica Chen, Jason Phang, Samuel R. Bowman

Oral / Regular Long Paper

MetaASSIST: Robust Dialogue State Tracking with Meta Learning

Fanghua Ye, xi wang, Jie Huang, Shenghui Li, Samuel Stern, Emine Yilmaz

Oral / Regular Long Paper

Multilingual Machine Translation with Hyper-Adapters

Christos Baziotis, Mikel Artetxe, James Cross, Shruti Bhosale

Oral / Regular Long Paper

Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination

Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen

Oral / Regular Long Paper

Affective Idiosyncratic Responses to Music

Sky CH-Wang, Evan Li, Oliver Li, Smaranda Muresan, Zhou Yu

Computational Social Science and Cultural Analytics

Oral / Regular Long Paper

Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations

Jaehun Jung, Lianhui Qin, Sean Welleck, Faeze Brahman, Chandra Bhagavatula, Ronan Le Bras, Yejin Choi

Oral / Regular Long Paper

DANLI: Deliberative Agent for Following Natural Language Instructions

Yichi Zhang, Jianing Yang, Jiayi Pan, Shane Storks, Nikhil Devraj, Ziqiao Ma, Keunwoo Peter Yu, Yuwei Bao, Joyce Chai

Oral / Regular Long Paper

Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning

Wenbin An, Feng Tian, Ping Chen, Siliang Tang, Qinghua Zheng, QianYing Wang

Oral / Regular Long Paper

How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?

Hritik Bansal, Da Yin, Masoud Monajatipoor, Kai-Wei Chang

Ethic Concerns:Speech, Vision, Robotics, Multimodal Grounding

Oral / Regular Short Paper

Geographic Citation Gaps in NLP Research

Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang

Oral / Regular Long Paper

Language Models of Code are Few-Shot Commonsense Learners

Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig

Oral / Regular Long Paper

Numerical Optimizations for Weighted Low-rank Estimation on Language Models

Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin

Oral / Regular Long Paper

Generative Multi-hop Retrieval

Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo

Oral / Regular Long Paper

Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation

Yu Zhao, Jianguo Wei, ZhiChao Lin, Yueheng Sun, Meishan Zhang, Min Zhang

Oral / Regular Long Paper

On the Transformation of Latent Space in Fine-Tuned NLP Models

Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Long Paper

Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery

Yutao Mou, Keqing He, Pei Wang, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu

Oral / Regular Long Paper

Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies?

Mitja Nikolaus, Emmanuelle Salin, Stephane Ayache, Abdellah Fourtassi, Benoit Favre

Ethic Concerns:Speech, Vision, Robotics, Multimodal Grounding

Oral / Regular Long Paper

A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference

Kerem Zaman, Yonatan Belinkov

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Long Paper

SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller

Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See

Oral / Regular Long Paper

Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization

Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang

Oral / Regular Long Paper

SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training

Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei

Oral / Regular Long Paper

Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions

Shuhao Gu, Bojie Hu, Yang Feng

Oral / Regular Long Paper

COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models

Bowen Shen, Zheng Lin, Yuanxin LIU, Zhengxiao Liu, Lei Wang, Weiping Wang

Oral / Regular Long Paper

Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction

Zhen Wan, Qianying Liu, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, Jiwei Li

Oral / Regular Short Paper

Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference

Eric A. Mitchell, Joseph Noh, Siyan Li, Will Armstrong, Ananth Agarwal, Patrick Liu, Chelsea B. Finn, Christopher D. Manning

Oral / Regular Long Paper

Robustness of Demonstration-based Learning Under Limited Data Scenario

Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Long Paper

Modeling Information Change in Science Communication with Semantically Matched Paraphrases

Dustin Wright, Jiaxin Pei, David Jurgens, Isabelle Augenstein

Computational Social Science and Cultural Analytics

Oral / Regular Long Paper

Word Order Matters When You Increase Masking

Karim Lasri, Alessandro Lenci, Thierry Poibeau

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Short Paper

Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition

Shuguang Chen, Leonardo Neves, Thamar Solorio

Oral / Regular Long Paper

Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs

Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu

Oral / Regular Long Paper

There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning

Xueliang Zhao, Tingchen Fu, Chongyang Tao, Rui Yan

Oral / Regular Long Paper

A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection

Adam Wiemerslage, Shiran Dudy, Katharina Kann

Linguistic Theories, Cognitive Modeling and Psycholinguistics

Oral / Regular Long Paper

Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent?

Pradip Pramanick, Chayan Sarkar

Oral / Regular Long Paper

AfroLID: A Neural Language Identification Tool for African Languages

Ife Adebara, AbdelRahim Elmadany, Muhammad Abdul-Mageed, Alcides Alcoba Inciarte

Oral / Regular Long Paper

EvEntS ReaLM: Event Reasoning of Entity States via Language Models

Evangelia Spiliopoulou, Artidoro Pagnoni, Yonatan Bisk, Eduard Hovy

Oral / Regular Long Paper

Towards a Unified Multi-Dimensional Evaluator for Text Generation

Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han

Oral / Regular Long Paper

Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning

Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Long Paper

Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets

Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong

Oral / Regular Long Paper

ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection

Badr AlKhamissi, Faisal Ladhak, Srinivasan Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona Diab

Oral / Regular Long Paper

Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations

Swarnadeep Saha, Peter Hase, Nazneen Rajani, Mohit Bansal

Interpretability, Interactivity and Analysis of Models for NLP

Oral / Regular Short Paper

Gendered Mental Health Stigma in Masked Language Models

Wanyin Lin, Lucille Njoo, Anjalie Field, Ashish Sharma, Katharina Reinecke, Tim Althoff, Yulia Tsvetkov

Oral / Regular Long Paper

Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization

Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum

Oral / Regular Long Paper

Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models

Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky

Oral / Regular Long Paper

Gradient-based Constrained Sampling from Language Models

Sachin Kumar, Biswajit Paria, Yulia Tsvetkov

Oral / Regular Long Paper

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data

Fan Zhou, Mengkang Hu, Haoyu Dong, zhoujun cheng, Fan Cheng, Shi Han, Dongmei Zhang

Oral / Regular Long Paper

Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Hung-Ting Chen, Michael Zhang, Eunsol Choi

Oral / Regular Long Paper

QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation

Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang

Oral / Regular Long Paper

Generating Information-Seeking Conversations from Unlabeled Documents

Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang

Oral / Regular Long Paper

Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation

RU Peng, Yawen Zeng, Jake Zhao

Oral / Regular Long Paper

SafeText: A Benchmark for Exploring Physical Safety in Language Models

Sharon Levy, Emily Allaway, Melanie Subbiah, Lydia Chilton, Desmond Patton, Kathleen McKeown, William Yang Wang

Oral / Regular Long Paper

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations

Kang Min Yoo, Junyeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Taeuk Kim

Oral / Regular Long Paper

D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat

Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu

Ethic Concerns:Dialogue and Interactive Systems

Oral / Regular Long Paper

Towards Climate Awareness in NLP Research

Daniel Hershcovich, Nicolas Webersinke, Mathias Kraus, Julia Bingler, Markus Leippold

Oral / ARR - Long Paper

Navigating Connected Memories with a Task-oriented Dialog System

Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi

Oral / ARR - Long Paper

Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models

Hao Zhang

Oral / ARR - Short Paper

Varifocal Question Generation for Fact-checking

Nedjma Djouhra Ousidhoum, Zhangdie Yuan, Andreas Vlachos

Oral / ARR - Long Paper

Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport

Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, carey e. priebe, Philipp Koehn

Oral / ARR - Long Paper

Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection

Suchin Gururangan, Dallas Card, Sarah K. Dreier, Emily K. Gade, Leroy Zhifei Wang, Zeyu Wang, Luke Zettlemoyer, Noah A. Smith

Oral / ARR - Long Paper

ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction

Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong ZHAO, Tat-Seng Chua, Wai Lam

Oral / ARR - Long Paper

Revisiting Parameter-Efficient Tuning: Are We Really There Yet?

Guanzheng Chen, Fangyu Liu, Zaiqiao Meng, Shangsong Liang

Interpretability, Interactivity and Analysis of Models for NLP

Oral / ARR - Long Paper

Measuring Context-Word Biases in Lexical Semantic Datasets

Qianchu Liu, Diana McCarthy, Anna Korhonen

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Oral / ARR - Long Paper

Iteratively Prompt Pre-trained Language Models for Chain of Thought

Boshi Wang, Xiang Deng, Huan Sun

Oral / ARR - Long Paper

Unobserved Local Structures Make Compositional Generalization Hard

Ben Bogin, Shivanshu Gupta, Jonathan Berant

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Oral / ARR - Long Paper

Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling

Yiyang Li, Hai Zhao, Zhuosheng Zhang

Poster / Regular Long Paper

Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates

Dongfang Li, Baotian Hu, Qingcai Chen

Interpretability, Interactivity and Analysis of Models for NLP

Poster / Regular Short Paper

Non-Autoregressive Neural Machine Translation: A Call for Clarity

Robin M. Schmidt, Telmo Pires, Stephan Peitz, Jonas Lööf

Poster / Regular Short Paper

RED-ACE: Robust Error Detection for ASR using Confidence Embeddings

Zorik Gekhman, Dina Zverinski, Jonathan Mallinson, Genady Beryozkin

Poster / Regular Short Paper

Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation

Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo

Poster / Regular Long Paper

PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning

Zifeng Wang, Jimeng Sun

Poster / Regular Long Paper

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models

Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang

Poster / Regular Long Paper

Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning

Yi Cheng, Wenge Liu, Wenjie Li, Jiashuo WANG, Ruihui Zhao, Bang Liu, Xiaodan Liang, Yefeng Zheng

Poster / Regular Long Paper

Conformal Predictor for Improving Zero-Shot Text Classification Efficiency

Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani

Poster / Regular Short Paper

Effective and Efficient Query-aware Snippet Extraction for Web Search

Jingwei Yi, Fangzhao Wu, Chuhan Wu, Xiaolong Huang, Binxing Jiao, Guangzhong Sun, Xing Xie

Poster / Regular Long Paper

Generative Entity Typing with Curriculum Learning

Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao

Poster / Regular Long Paper

Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model

Mingqi Li, Fei Ding, Dan Zhang, Long Cheng, Hongxin Hu, feng luo

Poster / Regular Long Paper

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing

Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Xinyu Duan, Zhefeng Wang, baoxing Huai, Xin Jiang, Qun Liu, Phillippe Langlais

Poster / Regular Long Paper

KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering

Jianing Wang, Chengyu Wang, Minghui Qiu, Qiuhui Shi, Hongbin Wang, jun huang, Ming Gao

Poster / Regular Long Paper

Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding

Jianing Wang, Wenkang Huang, Minghui Qiu, Qiuhui Shi, Hongbin Wang, Xiang Li, Ming Gao

Poster / Regular Long Paper

On the Evaluation Metrics for Paraphrase Generation

Lingfeng Shen, Lemao Liu, Haiyun Jiang, Shuming Shi

Poster / Regular Long Paper

RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL

Jiexing Qi, Jingyao Tang, Ziwei He, Xiangpeng Wan, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin

Semantics: Lexical, Sentence level, Textual Inference and Other areas

Poster / Regular Long Paper

Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems

David Gros, Yu Li, Zhou Yu

Poster / Regular Long Paper

Making Pretrained Language Models Good Long-tailed Learners

Chen Zhang, Lei Ren, Jingang Wang, Wei Wu, Dawei Song

Poster / Regular Long Paper

RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning

Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric Xing, Zhiting Hu

Poster / Regular Long Paper

DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation

Hanqing Zhang, Dawei Song

Poster / Regular Long Paper

CPL: Counterfactual Prompt Learning for Vision and Language Models

Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang

Poster / Regular Long Paper

Red Teaming Language Models with Language Models

Ethan Perez, Saffron Huang, Francis Song, Trevor Cai, Roman Ring, John Aslanides, Amelia Glaese, Nat McAleese, Geoffrey Irving

Poster / Regular Long Paper

CapOnImage: Context-driven Dense-Captioning on Image

Yiqi Gao, Xinglin Hou, Yuanmeng Zhang, Tiezheng Ge, Yuning Jiang, peng wang

Poster / Regular Long Paper

Discovering Differences in the Representation of People using Contextualized Semantic Axes

Li Lucy, Divya Tadimeti, David Bamman

Computational Social Science and Cultural Analytics

Poster / Regular Long Paper

Machine Translation Robustness to Natural Asemantic Variation

Jacob Bremerman, Xiang Ren, Jonathan May

Poster / Regular Long Paper

Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes

Oren Sultan, Dafna Shahaf

Poster / Regular Long Paper

Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models

Terra Blevins, Hila Gonen, Luke Zettlemoyer

Poster / Regular Long Paper

Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition

Junhao Zheng, Zhanxian Liang, Haibin Chen, Qianli Ma

Poster / Regular Long Paper

Unsupervised Tokenization Learning

Anton Kolonin, Vignav Ramesh

Poster / Regular Long Paper

A Template-based Method for Constrained Neural Machine Translation

Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu

Poster / Regular Long Paper

PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models

Yupeng Zhang, Hongzhi Zhang, Sirui Wang, Wei Wu, Zhoujun Li

Poster / Regular Short Paper

Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment

Siyu Lai, Zhen Yang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

Poster / Regular Long Paper

BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation

Tianxiang Sun, Junliang He, Xipeng Qiu, Xuanjing Huang

Poster / Regular Long Paper

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

Zihan Wang, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui, Houfeng Wang

Poster / Regular Long Paper