EMNLP 2022 Papers with Semantic Skimming
7 - 11 December 2022
Abu Dhabi, UAE & Online
2022.emnlp.org
clear
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce
Yincen Qu
,
Ningyu Zhang
,
Hui Chen
,
zelin Dai
,
Chengming Wang
,
Xiaoyu Wang
,
Qiang Chen
,
Huajun Chen
Resources and Evaluation
Findings / Regular Long Paper
Open PDF
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
Open PDF
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT
James Lee-Thorp
,
Joshua Ainslie
Efficient Methods for NLP
Findings / Regular Long Paper
Open PDF
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
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards
Yekun Chai
,
Shuohuan Wang
,
Yu Sun
,
Hao Tian
,
Hua Wu
,
Haifeng Wang
Language Modeling and Analysis of Language Models
Findings / Regular Short Paper
Open PDF
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
Open PDF
Does Simultaneous Speech Translation need Simultaneous Models?
Sara Papi
,
Marco Gaido
,
Matteo Negri
,
Marco Turchi
Machine Translation
Findings / Regular Long Paper
Open PDF
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
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering
Mingxuan Ju
,
Wenhao Yu
,
Tong Zhao
,
Chuxu Zhang
,
Yanfang Ye
Question Answering
Findings / Regular Long Paper
Open PDF
NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures
Jannis Vamvas
,
Rico Sennrich
Multilinguality
Findings / Regular Long Paper
Open PDF
Language Models Understand Us, Poorly
Jared Moore
Theme Track
Findings / Regular Short Paper
Open PDF
Dialogue Meaning Representation for Task-Oriented Dialogue Systems
Xiangkun Hu
,
Junqi Dai
,
Hang Yan
,
Yi Zhang
,
Qipeng Guo
,
Xipeng Qiu
,
Zheng Zhang
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
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
NLP Applications
Findings / Regular Long Paper
Open PDF
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
Information Retrieval and Text Mining
Findings / Regular Long Paper
Open PDF
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
Open PDF
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
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
Open PDF
Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation
Zhiyuan Zhang
,
Qi Su
,
Xu Sun
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models
Zhiyuan Zhang
,
Lingjuan Lyu
,
Xingjun Ma
,
Chenguang Wang
,
Xu Sun
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
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
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
Xin Xu
,
Xiang Chen
,
Ningyu Zhang
,
Xin Xie
,
Xi Chen
,
Huajun Chen
Information Extraction
Findings / Regular Long Paper
Open PDF
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training
Qi Shi
,
Qian Liu
,
Bei Chen
,
Yu Zhang
,
Ting Liu
,
Jian-Guang LOU
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
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
Multilinguality
Findings / Regular Long Paper
Open PDF
Handling and Presenting Harmful Text in NLP Research
Hannah Rose Kirk
,
Abeba Birhane
,
Bertie Vidgen
,
Leon Derczynski
Theme Track
Findings / Regular Long Paper
Open PDF
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis
Ronghao Lin
,
Haifeng Hu
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
Open PDF
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
Information Retrieval and Text Mining
Findings / Regular Long Paper
Open PDF
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
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
Open PDF
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
Information Retrieval and Text Mining
Findings / Regular Long Paper
Open PDF
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
Resources and Evaluation
Findings / Regular Long Paper
Open PDF
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack
Zhen Yu
,
Xiaosen Wang
,
Wanxiang Che
,
Kun He
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
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
Open PDF
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks
Sishuo Chen
,
Wenkai Yang
,
Zhiyuan Zhang
,
Xiaohan Bi
,
Xu Sun
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
Representation Learning for Resource-Constrained Keyphrase Generation
Di Wu
,
Wasi U. Ahmad
,
Sunipa Dev
,
Kai-Wei Chang
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
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
Open PDF
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation
Jiashuo WANG
,
Yi Cheng
,
Wenjie Li
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
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
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
Open PDF
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
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
Contrastive Demonstration Tuning for Pre-trained Language Models
Xiaozhuan Liang
,
Ningyu Zhang
,
Siyuan Cheng
,
Zhenru Zhang
,
Chuanqi Tan
,
Huajun Chen
Efficient Methods for NLP
Findings / Regular Long Paper
Open PDF
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
Open PDF
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning
Yasaman Razeghi
,
Robert L Logan IV
,
Matt Gardner
,
Sameer Singh
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
Open PDF
From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction
Xiuyu Wu
,
Yunfang Wu
Natural Language Generation
Findings / Regular Long Paper
Open PDF
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
Open PDF
Measuring and Improving Semantic Diversity of Dialogue Generation
Seungju Han
,
Beomsu Kim
,
Buru Chang
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
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
Question Answering
Findings / Regular Long Paper
Open PDF
Autoregressive Structured Prediction with Language Models
Tianyu Liu
,
Yuchen Eleanor Jiang
,
Nicholas Monath
,
Ryan Cotterell
,
Mrinmaya Sachan
Machine Learning for NLP
Findings / Regular Short Paper
Open PDF
XDoc: Unified Pre-training for Cross-Format Document Understanding
Jingye Chen
,
Tengchao Lv
,
Lei Cui
,
Cha Zhang
,
Furu Wei
Unsupervised and Weakly-Supervised Methods in NLP
Findings / Regular Long Paper
Open PDF
A Few More Examples May Be Worth Billions of Parameters
Yuval Kirstain
,
Patrick Lewis
,
Sebastian Riedel
,
Omer Levy
Efficient Methods for NLP
Findings / Regular Long Paper
Open PDF
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization
Yue Dong
,
John Wieting
,
Pat Verga
Summarization
Findings / Regular Long Paper
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RL with KL penalties is better viewed as Bayesian inference
Tomasz Korbak
,
Ethan Perez
,
Christopher L. Buckley
Theme Track
Findings / Regular Short Paper
Open PDF
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval
Wei Zhong
,
Jheng-Hong Yang
,
YUQING XIE
,
Jimmy Lin
Information Retrieval and Text Mining
Findings / Regular Long Paper
Open PDF
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem
Wenqi Zhang
,
Yongliang Shen
,
Yanna Ma
,
Xiaoxia Cheng
,
Zeqi Tan
,
Qingpeng Nong
,
Weiming Lu
NLP Applications
Findings / Regular Long Paper
Open PDF
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings
Jian Zhu
,
Zuoyu Tian
,
Yadong Liu
,
Cong Zhang
,
Chia-Wen Lo
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
Open PDF
Progressive Sentiment Analysis for Code-Switched Text Data
Sudhanshu Ranjan
,
Dheeraj Mekala
,
Jingbo Shang
Multilinguality
Findings / Regular Long Paper
Open PDF
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation
Xuanyu Zhang
,
Qing Yang
,
Dongliang Xu
Information Extraction
Findings / Regular Short Paper
Open PDF
Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue
Xiao-Fei Wen
,
Wei Wei
,
Xian-Ling Mao
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering
Shiquan Yang
,
Xinting Huang
,
Jey Han Lau
,
Sarah Erfani
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
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
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation
Ying Su
,
Zihao Wang
,
Tianqing Fang
,
Hongming Zhang
,
Yangqiu Song
,
Tong Zhang
Commonsense Reasoning
Findings / Regular Long Paper
Open PDF
Transformer Language Models without Positional Encodings Still Learn Positional Information
Adi Haviv
,
Ori Ram
,
Ofir Press
,
Peter Izsak
,
Omer Levy
Language Modeling and Analysis of Language Models
Findings / Regular Short Paper
Open PDF
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations
Julia El Zini
,
Mariette Awad
Ethics
Findings / Regular Long Paper
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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
Open PDF
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
Open PDF
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
Open PDF
On the Effectiveness of Automated Metrics for Text Generation Systems
Pius von Däniken
,
Jan Deriu
,
Don Tuggener
,
Mark Cieliebak
Natural Language Generation
Findings / Regular Long Paper
Open PDF
N-gram Is Back: Residual Learning of Neural Text Generation with n-gram Language Model
Huayang Li
,
Deng Cai
,
Jin Xu
,
Taro Watanabe
Natural Language Generation
Findings / Regular Long Paper
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Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations
Kuan-Hao Huang
,
Varun Iyer
,
Anoop Kumar
,
Sriram Venkatapathy
,
Kai-Wei Chang
,
Aram Galstyan
Unsupervised and Weakly-Supervised Methods in NLP
Findings / Regular Short Paper
Open PDF
Data Selection Curriculum for Neural Machine Translation
Tasnim Mohiuddin
,
Philipp Koehn
,
Vishrav Chaudhary
,
James Cross
,
Shruti Bhosale
,
Shafiq Joty
Machine Translation
Findings / Regular Long Paper
Open PDF
Text Editing as Imitation Game
Ning Shi
,
Bin Tang
,
Bo Yuan
,
Longtao Huang
,
Yewen Pu
,
Jie Fu
,
Zhouhan Lin
Natural Language Generation
Findings / Regular Long Paper
Open PDF
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies
Anish Saha
,
Amith Ananthram
,
Emily Allaway
,
Heng Ji
,
Kathleen McKeown
Unsupervised and Weakly-Supervised Methods in NLP
Findings / Regular Long Paper
Open PDF
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
Open PDF
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification
Linxin Song
,
Jieyu Zhang
,
Tianxiang Yang
,
Masayuki Goto
Unsupervised and Weakly-Supervised Methods in NLP
Findings / Regular Long Paper
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ComFact: A Benchmark for Linking Contextual Commonsense Knowledge
Silin Gao
,
Jena D. Hwang
,
Saya Kanno
,
Hiromi Wakaki
,
Yuki Mitsufuji
,
Antoine Bosselut
Commonsense Reasoning
Findings / Regular Long Paper
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Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models
Victor Bursztyn
,
David Demeter
,
Doug Downey
,
Larry Birnbaum
Commonsense Reasoning
Findings / Regular Long Paper
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Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
Dongha Lee
,
Jiaming Shen
,
Seonghyeon Lee
,
Susik Yoon
,
Hwanjo Yu
,
Jiawei Han
Information Retrieval and Text Mining
Findings / Regular Long Paper
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Hyperdecoders: Instance-specific decoders for multi-task NLP
Hamish Ivison
,
Matthew Peters
Machine Learning for NLP
Findings / Regular Long Paper
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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
NLP Applications
Findings / Regular Long Paper
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Do Language Models Understand Measurements?
Sungjin Park
,
Seungwoo Ryu
,
Edward Choi
Language Modeling and Analysis of Language Models
Findings / Regular Short Paper
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Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition
Youcheng Huang
,
Wenqiang Lei
,
Jie Fu
,
Jiancheng Lv
Efficient Methods for NLP
Findings / Regular Long Paper
Open PDF
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
Information Extraction
Findings / Regular Long Paper
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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
Multilinguality
Findings / Regular Short Paper
Open PDF
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
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ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models
Jiannan Xiang
,
Zhengzhong Liu
,
Yucheng Zhou
,
Eric P. Xing
,
Zhiting Hu
Natural Language Generation
Findings / Regular Long Paper
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FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction
Lvxiaowei Xu
,
Jianwang Wu
,
Jiawei Peng
,
Jiayu Fu
,
Ming Cai
Resources and Evaluation
Findings / Regular Long Paper
Open PDF
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
Information Extraction
Findings / Regular Long Paper
Open PDF
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
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Short Paper
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RedApt: An Adaptor for wav2vec 2 Encoding \\ Faster and Smaller Speech Translation without Quality Compromise
Jinming Zhao
,
Hao Yang
,
Gholamreza Haffari
,
Ehsan Shareghi
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Short Paper
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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
Machine Translation
Findings / Regular Long Paper
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Are Large Pre-Trained Language Models Leaking Your Personal Information?
Jie Huang
,
Hanyin Shao
,
Kevin Chang
Language Modeling and Analysis of Language Models
Findings / Regular Short Paper
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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
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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
NLP Applications
Findings / Regular Long Paper
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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
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Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
Kevin Heffernan
,
Onur Çelebi
,
Holger Schwenk
Machine Translation
Findings / Regular Long Paper
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Towards Generalizable and Robust Text-to-SQL Parsing
Chang Gao
,
Bowen Li
,
Wenxuan Zhang
,
Wai Lam
,
Binhua Li
,
Fei Huang
,
Luo Si
,
Yongbin Li
Syntax, Parsing and their Applications
Findings / Regular Long Paper
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EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start
Jonathan Mallinson
,
Jakub Adamek
,
Eric Malmi
,
Aliaksei Severyn
Natural Language Generation
Findings / Regular Long Paper
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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
Open PDF
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation
Shaolei Zhang
,
Shoutao Guo
,
Yang Feng
Machine Translation
Findings / Regular Long Paper
Open PDF
Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation
Shoutao Guo
,
Shaolei Zhang
,
Yang Feng
Machine Translation
Findings / Regular Long Paper
Open PDF
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning
Qian Li
,
Shafiq Joty
,
Daling Wang
,
Shi Feng
,
Yifei Zhang
Information Extraction
Findings / Regular Long Paper
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Syntax-guided Localized Self-attention by Constituency Syntactic Distance
Shengyuan Hou
,
Jushi Kai
,
Haotian Xue
,
Bingyu Zhu
,
Bo Yuan
,
Longtao Huang
,
Xinbing Wang
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Zhouhan Lin
Syntax, Parsing and their Applications
Findings / Regular Short Paper
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Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation
Junru Lu
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Xingwei Tan
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Gabriele Pergola
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Lin Gui
,
Yulan He
Question Answering
Findings / Regular Long Paper
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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
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Visual Named Entity Linking: A New Dataset and A Baseline
Wen Xiang Sun
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Yixing Fan
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Jiafeng Guo
,
Ruqing Zhang
,
Xueqi Cheng
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
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MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning
Constantin Eichenberg
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Sidney Black
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Samuel Weinbach
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Letitia Parcalabescu
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Anette Frank
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
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Towards Tracing Knowledge in Language Models Back to the Training Data
Ekin Akyurek
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Tolga Bolukbasi
,
Frederick Liu
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Binbin Xiong
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Ian Tenney
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Jacob Andreas
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Kelvin Guu
Interpretability, Interactivity and Analysis of Models for NLP
Findings / Regular Long Paper
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ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs
Costas Mavromatis
,
George Karypis
Question Answering
Findings / Regular Long Paper
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TAPE: Assessing Few-shot Russian Language Understanding
Ekaterina Taktasheva
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Alena Fenogenova
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Denis Shevelev
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Nadezhda Katricheva
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Maria Tikhonova
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Albina Ramilevna Akhmetgareeva
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Oleg Vadimovich Zinkevich
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Anastasiia Y. Bashmakova
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Svetlana V. Iordanskaia
,
Valentina Kurenshchikova
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Alena Spiridonova
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Ekaterina Artemova
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Tatiana Shavrina
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Vladislav Mikhailov
Resources and Evaluation
Findings / Regular Long Paper
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A Hierarchical N-Gram Framework for Zero-Shot Link Prediction
Mingchen Li
,
Junfan Chen
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Samuel Mensah
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Nikolaos Aletras
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Xiulong Yang
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yang ye
NLP Applications
Findings / Regular Long Paper
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Inferring Implicit Relations in Complex Questions with Language Models
Uri Katz
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Mor Geva
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Jonathan Berant
Question Answering
Findings / Regular Long Paper
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In-Context Learning for Few-Shot Dialogue State Tracking
Yushi Hu
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Chia-Hsuan Lee
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Tianbao Xie
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Tao Yu
,
Noah A. Smith
,
Mari Ostendorf
Dialogue and Interactive Systems
Findings / Regular Long Paper
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On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization
Shruti Palaskar
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Akshita Bhagia
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Yonatan Bisk
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Florian Metze
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Alan W Black
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Ana Marasovic
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
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The challenges of temporal alignment on Twitter during crises
Aniket Pramanick
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Tilman Beck
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Kevin Stowe
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Iryna Gurevych
Computational Social Science and Cultural Analytics
Findings / Regular Long Paper
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Experimental Standards for Deep Learning in Natural Language Processing Research
Dennis Ulmer
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Elisa Bassignana
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Max Müller-Eberstein
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Daniel Varab
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Mike Zhang
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Rob van der Goot
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Christian Hardmeier
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Barbara Plank
Theme Track
Findings / Regular Long Paper
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Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts
Nghia T. Le
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Fan Bai
,
Alan Ritter
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
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Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity
Dennis Ulmer
,
Jes Frellsen
,
Christian Hardmeier
Machine Learning for NLP
Findings / Regular Long Paper
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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
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Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation
Wanyu Du
,
Hanjie Chen
,
Yangfeng Ji
Dialogue and Interactive Systems
Findings / Regular Long Paper
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Probing for Incremental Parse States in Autoregressive Language Models
Tiwalayo Eisape
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Vineet Gangireddy
,
Roger Levy
,
Yoon Kim
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
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Re-Examining Calibration: The Case of Question Answering
Chenglei Si
,
Chen Zhao
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Sewon Min
,
Jordan Boyd-Graber
Question Answering
Findings / Regular Long Paper
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Mitigating Covertly Unsafe Text within Natural Language Systems
Alex Mei
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Anisha Kabir
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Sharon Levy
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Melanie Subbiah
,
Emily Allaway
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John N. Judge
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Desmond Patton
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Bruce Bimber
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Kathleen McKeown
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William Yang Wang
Theme Track
Findings / Regular Long Paper
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DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning
Chuhan Wu
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Fangzhao Wu
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Xiangnan He
,
Yongfeng Huang
Information Retrieval and Text Mining
Findings / Regular Short Paper
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Conversation Disentanglement with Bi-Level Contrastive Learning
Chengyu Huang
,
Zheng Zhang
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Hao Fei
,
Lizi Liao
Dialogue and Interactive Systems
Findings / Regular Long Paper
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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
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RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval
Xing Wu
,
Chaochen Gao
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Zijia Lin
,
Zhongyuan Wang
,
Jizhong Han
,
Songlin Hu
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
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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
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Benchmarking Language Models for Code Syntax Understanding
Da Shen
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Xinyun Chen
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Chenguang Wang
,
Koushik Sen
,
Dawn Song
Machine Learning for NLP
Findings / Regular Long Paper
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Gender Bias in Meta-Embeddings
Masahiro Kaneko
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Danushka Bollegala
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Naoaki Okazaki
Ethics
Findings / Regular Long Paper
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Third-Party Aligner for Neural Word Alignments
Jinpeng Zhang
,
Chuanqi Dong
,
Xiangyu Duan
,
Yuqi Zhang
,
Min Zhang
Multilinguality
Findings / Regular Long Paper
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Generative Prompt Tuning for Relation Classification
Jiale Han
,
Shuai Zhao
,
Bo Cheng
,
shengkun ma
,
Wei Lu
Information Extraction
Findings / Regular Long Paper
Open PDF
DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection
Haoran Meng
,
Zheng Xin
,
Tianyu Liu
,
Zizhen Wang
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he feng
,
Binghuai Lin
,
Xuemin Zhao
,
Yunbo Cao
,
Zhifang Sui
Resources and Evaluation
Findings / Regular Long Paper
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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
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A Unified Framework for Pun Generation with Humor Principles
Yufei Tian
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Divyanshu Arun Sheth
,
Nanyun Peng
Natural Language Generation
Findings / Regular Short Paper
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Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings
Gaurav Pandey
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Danish Contractor
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Sachindra Joshi
Dialogue and Interactive Systems
Findings / Regular Long Paper
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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
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Baeseong Park
,
Byeongwook Kim
,
Jung-Woo Ha
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Nako Sung
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Dongsoo Lee
Efficient Methods for NLP
Findings / Regular Long Paper
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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
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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
Efficient Methods for NLP
Findings / Regular Long Paper
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Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling
Kalpa Gunaratna
,
Vijay Srinivasan
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Akhila Yerukola
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Hongxia Jin
Machine Learning for NLP
Findings / Regular Long Paper
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PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population
Tianqing Fang
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Quyet V. Do
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Hongming Zhang
,
Yangqiu Song
,
Ginny Y. Wong
,
Simon See
Commonsense Reasoning
Findings / Regular Long Paper
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Truncation Sampling as Language Model Desmoothing
John Hewitt
,
Christopher Manning
,
Percy Liang
Natural Language Generation
Findings / Regular Long Paper
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Knowledge-grounded Dialog State Tracking
Dian Yu
,
Mingqiu Wang
,
Yuan Cao
,
Laurent El Shafey
,
Izhak Shafran
,
Hagen Soltau
Dialogue and Interactive Systems
Findings / Regular Short Paper
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Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation
Xu Guo
,
Boyang Li
,
Han Yu
Efficient Methods for NLP
Findings / Regular Long Paper
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CrossRE: A Cross-Domain Dataset for Relation Extraction
Elisa Bassignana
,
Barbara Plank
Resources and Evaluation
Findings / Regular Long Paper
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ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback
Jiacheng Ye
,
Jiahui Gao
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Zhiyong Wu
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Jiangtao Feng
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Tao Yu
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Lingpeng Kong
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
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Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA
Qingyi Si
,
Fandong Meng
,
Mingyu Zheng
,
Zheng Lin
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Yuanxin LIU
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Peng Fu
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Yanan Cao
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Weiping Wang
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Jie Zhou
Question Answering
Findings / Regular Long Paper
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Bridging the Training-Inference Gap for Dense Phrase Retrieval
Gyuwan Kim
,
Jinhyuk Lee
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Barlas Oguz
,
Wenhan Xiong
,
Yizhe Zhang
,
Yashar Mehdad
,
William Yang Wang
Question Answering
Findings / Regular Long Paper
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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
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
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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
Dialogue and Interactive Systems
Findings / Regular Long Paper
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Describing Sets of Images with Textual-PCA
Oded Hupert
,
Idan Schwartz
,
Lior Wolf
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
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Learning to Model Editing Processes
Machel Reid
,
Graham Neubig
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
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PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion
Jianhao Shen
,
Chenguang Wang
,
Ye Yuan
,
Jiawei Han
,
Heng Ji
,
Koushik Sen
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Ming Zhang
,
Dawn Song
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
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SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
Sumit Neelam
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Udit Sharma
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Hima Karanam
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Shajith Ikbal
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Pavan Kapanipathi
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Ibrahim Abdelaziz
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Nandana Mihindukulasooriya
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Young-Suk Lee
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Santosh Srivastava
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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
Question Answering
Findings / Regular Long Paper
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Adapters for Enhanced Modeling of Multilingual Knowledge and Text
Yifan Hou
,
Wenxiang Jiao
,
Meizhen Liu
,
Carl Allen
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Zhaopeng Tu
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Mrinmaya Sachan
Multilinguality
Findings / Regular Long Paper
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SepLL: Separating Latent Class Labels from Weak Supervision Noise
Andreas Stephan
,
Vasiliki Kougia
,
Benjamin Roth
Unsupervised and Weakly-Supervised Methods in NLP
Findings / Regular Long Paper
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On the Role of Bidirectionality in Language Model Pre-Training
Mikel Artetxe
,
Jingfei Du
,
Naman Goyal
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Luke Zettlemoyer
,
Veselin Stoyanov
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
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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
Language Modeling and Analysis of Language Models
Findings / Regular Short Paper
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Learning to Revise References for Faithful Summarization
Griffin Adams
,
Han-Chin Shing
,
Qing Sun
,
Christopher Winestock
,
Kathleen McKeown
,
Noémie Elhadad
Summarization
Findings / Regular Long Paper
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On the Impact of Temporal Concept Drift on Model Explanations
Zhixue Zhao
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George Chrysostomou
,
Kalina Bontcheva
,
Nikolaos Aletras
Interpretability, Interactivity and Analysis of Models for NLP
Findings / Regular Long Paper
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Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models
Qihuang Zhong
,
Liang Ding
,
Li Shen
,
Peng Mi
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Juhua Liu
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Bo Du
,
Dacheng Tao
Machine Learning for NLP
Findings / Regular Long Paper
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Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA
Junjie Huang
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Wanjun Zhong
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Qian Liu
,
Ming Gong
,
Daxin Jiang
,
Nan Duan
Information Retrieval and Text Mining
Findings / Regular Long Paper
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SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
Miao Peng
,
Ben Liu
,
Qianqian Xie
,
Wenjie Xu
,
Hua Wang
,
Min Peng
Efficient Methods for NLP
Findings / Regular Long Paper
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Multilingual Multimodal Learning with Machine Translated Text
Chen Qiu
,
Dan Oneață
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Emanuele Bugliarello
,
Stella Frank
,
Desmond Elliott
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
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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
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Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models
Silke Husse
,
Andreas Spitz
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
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m^4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter
Wen Lai
,
Alexandra Chronopoulou
,
Alexander Fraser
Machine Translation
Findings / Regular Long Paper
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Dialogic: Controllable Dialogue Simulation with In-Context Learning
Zekun Li
,
Wenhu Chen
,
Shiyang Li
,
Hong Wang
,
Jing Qian
,
Xifeng Yan
Dialogue and Interactive Systems
Findings / Regular Long Paper
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Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards
Jean-Benoit Delbrouck
,
Pierre Chambon
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Christian Bluethgen
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Emily Tsai
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Omar Almusa
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Curtis Langlotz
Natural Language Generation
Findings / Regular Long Paper
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HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response
Selim Fekih
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Nicolo' Tamagnone
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Benjamin Minixhofer
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Ranjan Shrestha
,
Ximena Contla
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Ewan Oglethorpe
,
Navid Rekabsaz
Resources and Evaluation
Findings / Regular Short Paper
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Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation
Chenze Shao
,
Zhengrui Ma
,
Yang Feng
Machine Translation
Findings / Regular Short Paper
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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
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The Curious Case of Absolute Position Embeddings
Koustuv Sinha
,
Amirhossein Kazemnejad
,
Siva Reddy
,
Joelle Pineau
,
Dieuwke Hupkes
,
Adina Williams
Language Modeling and Analysis of Language Models
Findings / Regular Short Paper
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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
Information Extraction
Findings / Regular Long Paper
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Generating Textual Adversaries with Minimal Perturbation
Xingyi Zhao
,
Lu Zhang
,
Depeng Xu
,
Shuhan Yuan
Machine Learning for NLP
Findings / Regular Short Paper
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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
Natural Language Generation
Findings / Regular Long Paper
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Joint Multilingual Knowledge Graph Completion and Alignment
Vinh Tong
,
Dat Quoc Nguyen
,
Trung Thanh Huynh
,
Tam Thanh Nguyen
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Quoc Viet Hung Nguyen
,
Mathias Niepert
Information Extraction
Findings / Regular Long Paper
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Readability Controllable Biomedical Document Summarization
Zheheng Luo
,
Qianqian Xie
,
Sophia Ananiadou
Summarization
Findings / Regular Long Paper
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Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems
Wang Zhu
,
Jesse Thomason
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Robin Jia
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Long Paper
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Learning to Model Multimodal Semantic Alignment for Story Visualization
Bowen Li
,
Thomas Lukasiewicz
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Short Paper
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SciFact-Open: Towards open-domain scientific claim verification
David Wadden
,
Kyle Lo
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Bailey E. Kuehl
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Arman Cohan
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Iz Beltagy
,
Lucy Lu Wang
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Hannaneh Hajishirzi
NLP Applications
Findings / Regular Long Paper
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COMET-QE and Active Learning for Low-Resource Machine Translation
Everlyn Chimoto
,
Bruce Bassett
Machine Translation
Findings / Regular Short Paper
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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
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Unsupervised Text Deidentification
John Morris
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Justin Chiu
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Ramin Zabih
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Alexander Rush
Unsupervised and Weakly-Supervised Methods in NLP
Findings / Regular Long Paper
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Federated Continual Learning for Text Classification via Selective Inter-client Transfer
Yatin Chaudhary
,
Pranav Rai
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Matthias Schubert
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Hinrich Schütze
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Pankaj Gupta
Machine Learning for NLP
Findings / Regular Long Paper
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DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents
Ziqiao Ma
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Benjamin VanDerPloeg
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Cristian-Paul Bara
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Huang Yidong
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Eui-In Kim
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Felix Gervits
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Matthew Marge
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Joyce Chai
Dialogue and Interactive Systems
Findings / Regular Long Paper
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He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues
Amanda Bertsch
,
Graham Neubig
,
Matthew R. Gormley
Natural Language Generation
Findings / Regular Long Paper
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KPDROP: Improving Absent Keyphrase Generation
Jishnu Ray Chowdhury
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Seo Yeon Park
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Tuhin Kundu
,
Cornelia Caragea
Information Extraction
Findings / Regular Long Paper
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EnDex: Evaluation of Dialogue Engagingness at Scale
Guangxuan Xu
,
Ruibo Liu
,
Fabrice Harel-Canada
,
Nischal Reddy Chandra
,
Nanyun Peng
Resources and Evaluation
Findings / Regular Short Paper
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LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification
Dheeraj Mekala
,
Chengyu Dong
,
Jingbo Shang
Unsupervised and Weakly-Supervised Methods in NLP
Findings / Regular Long Paper
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Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models
Clara Na
,
Sanket Vaibhav Mehta
,
Emma Strubell
Efficient Methods for NLP
Findings / Regular Long Paper
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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
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Unsupervised Multi-Granularity Summarization
Ming Zhong
,
Yang Liu
,
Suyu Ge
,
Yuning Mao
,
Yizhu Jiao
,
Xingxing Zhang
,
Yichong Xu
,
Chenguang Zhu
,
Michael Zeng
,
Jiawei Han
Summarization
Findings / Regular Long Paper
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Distillation-Resistant Watermarking for Model Protection in NLP
Xuandong Zhao
,
Lei Li
,
Yu-Xiang Wang
Ethics
Findings / Regular Long Paper
Open PDF
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation
Phillip Howard
,
Gadi Singer
,
Vasudev Lal
,
Yejin Choi
,
Swabha Swayamdipta
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples
Mohaddeseh Bastan
,
Mihai Surdeanu
,
Niranjan Balasubramanian
Resources and Evaluation
Findings / Regular Long Paper
Open PDF
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks
Vikas Raunak
,
Arul Menezes
Machine Translation
Findings / Regular Short Paper
Open PDF
SALTED: A Framework for SAlient Long-tail Translation Error Detection
Vikas Raunak
,
Matt Post
,
Arul Menezes
Machine Translation
Findings / Regular Long Paper
Open PDF
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage
Philippe Laban
,
Chien-Sheng Wu
,
Lidiya Murakhovs'ka
,
Xiang Chen
,
Caiming Xiong
NLP Applications
Findings / Regular Long Paper
Open PDF
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
Open PDF
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering
Juan Zha
,
Zheng Li
,
Ying Wei
,
Yu Zhang
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
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 PDF
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge
Kaixin Ma
,
Hao Cheng
,
Xiaodong Liu
,
Eric Nyberg
,
Jianfeng Gao
Question Answering
Findings / Regular Long Paper
Open PDF
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes
Louis Clouatre
,
Prasanna Parthasarathi
,
Amal Zouaq
,
Sarath Chandar
Multilinguality
Findings / Regular Long Paper
Open PDF
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 PDF
Open-Vocabulary Argument Role Prediction For Event Extraction
Yizhu Jiao
,
Sha Li
,
Yiqing Xie
,
Ming Zhong
,
Heng Ji
,
Jiawei Han
Information Extraction
Findings / Regular Long Paper
Open PDF
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization
Hossein Rajaby Faghihi
,
Bashar Alhafni
,
Ke Zhang
,
Shihao Ran
,
Joel Tetreault
,
Alejandro Jaimes
Resources and Evaluation
Findings / Regular Long Paper
Open PDF
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models
Lifu Tu
,
Caiming Xiong
,
Yingbo Zhou
Multilinguality
Findings / Regular Short Paper
Open PDF
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention
Chen Tang
,
Chenghua Lin
,
Henglin Huang
,
Frank Guerin
,
Zhihao Zhang
Natural Language Generation
Findings / Regular Long Paper
Open PDF
Effective Pretraining Objectives for Transformer-based Autoencoders
Luca Di Liello
,
Matteo Gabburo
,
Alessandro Moschitti
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
Srinivas Ravishankar
,
Dung Thai
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Ibrahim Abdelaziz
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Nandana Mihindukulasooriya
,
Tahira Naseem
,
Pavan Kapanipathi
,
Gaetano Rossiello
,
Achille Fokoue
Question Answering
Findings / Regular Long Paper
Open PDF
Data Cartography for Low-Resource Neural Machine Translation
Aquia Richburg
,
Marine Carpuat
Machine Translation
Findings / Regular Long Paper
Open PDF
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play
Qi Liu
,
Zihuiwen Ye
,
Tao Yu
,
Linfeng Song
,
Phil Blunsom
Syntax, Parsing and their Applications
Findings / Regular Long Paper
Open PDF
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
Open PDF
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries?
Saadia Gabriel
,
Hamid Palangi
,
Yejin Choi
Resources and Evaluation
Findings / Regular Short Paper
Open PDF
Unsupervised Learning of Hierarchical Conversation Structure
Bo-Ru Lu
,
Yushi Hu
,
Hao Cheng
,
Noah A. Smith
,
Mari Ostendorf
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
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
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
Open PDF
Sharpness-Aware Minimization with Dynamic Reweighting
Wenxuan Zhou
,
Fangyu Liu
,
Huan Zhang
,
Muhao Chen
Machine Learning for NLP
Findings / Regular Long Paper
Open PDF
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
Open PDF
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
Speech, Vision, Robotics, Multimodal Grounding
Findings / Regular Short Paper
Open PDF
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
Open PDF
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
Language Modeling and Analysis of Language Models
Findings / Regular Long Paper
Open PDF
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
Open PDF
Keyphrase Generation Beyond the Boundaries of Title and Abstract
Krishna Garg
,
Jishnu Ray Chowdhury
,
Cornelia Caragea
Information Extraction
Findings / Regular Long Paper
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Controlling Bias Exposure for Fair Interpretable Predictions
Zexue He
,
Yu Wang
,
Julian McAuley
,
Bodhisattwa Prasad Majumder
Ethics
Findings / Regular Long Paper
Open PDF
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
Open PDF
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
Open PDF
Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation
Xueliang Zhao
,
Yuxuan Wang
,
Chongyang Tao
,
Chenshuo Wang
,
Dongyan Zhao
Dialogue and Interactive Systems
Findings / Regular Long Paper
Open PDF
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
Information Extraction
Findings / Regular Long Paper
Open PDF
Validity Assessment of Legal Will Statements as Natural Language Inference
Alice Saebom Kwak
,
Jacob O. Israelsen
,
Clayton T. Morrison
,
Derek E. Bambauer
,
Mihai Surdeanu
Resources and Evaluation
Findings / Regular Long Paper
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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
Open PDF
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
Open PDF
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
Open PDF
A Benchmark and Dataset for Post-OCR text correction in Sanskrit
Ayush Maheshwari
,
Nikhil Singh
,
Amrith Krishna
,
Ganesh Ramakrishnan
NLP Applications
Findings / Regular Short Paper
Open PDF
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
Natural Language Generation
Findings / Regular Long Paper
Open PDF
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision
Zifeng Wang
,
Jimeng Sun
NLP Applications
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Efficient Methods for NLP
Findings / ARR - Long Paper
Open PDF
Open ARR
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings
Iker García-Ferrero
,
Rodrigo Agerri
,
German Rigau
Multilinguality
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Language Modeling and Analysis of Language Models
Findings / ARR - Long Paper
Open PDF
Open ARR
Large-Scale Differentially Private BERT
Rohan Anil
,
Badih Ghazi
,
Vineet Gupta
,
Ravi Kumar
,
Pasin Manurangsi
Efficient Methods for NLP
Findings / ARR - Long Paper
Open PDF
Open ARR
BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization
Wojciech Kryscinski
,
Nazneen Rajani
,
Divyansh Agarwal
,
Caiming Xiong
,
Dragomir Radev
Resources and Evaluation
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Resources and Evaluation
Findings / ARR - Long Paper
Open PDF
Open ARR
Summarization as Indirect Supervision for Relation Extraction
Keming Lu
,
I-Hung Hsu
,
Wenxuan Zhou
,
Mingyu Derek Ma
,
Muhao Chen
Information Extraction
Findings / ARR - Long Paper
Open PDF
Open ARR
DIGAT: Modeling News Recommendation with Dual-Graph Interaction
Zhiming Mao
,
Jian Li
,
Hongru Wang
,
Xingshan Zeng
,
Kam-Fai Wong
NLP Applications
Findings / ARR - Long Paper
Open PDF
Open ARR
Consecutive Question Generation via Dynamic Multitask Learning
Yunji Li
,
Sujian Li
,
Xing Shi
Natural Language Generation
Findings / ARR - Long Paper
Open PDF
Open ARR
Subword Segmental Language Modelling for Nguni Languages
Francois Meyer
,
Jan Buys
Phonology, Morphology and Word Segmentation
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Question Answering
Findings / ARR - Long Paper
Open PDF
Open ARR
P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training
Junwei Bao
,
Yifan Wang
,
ying jiangyong
,
Yeyun Gong
,
Jing Zhao
,
Youzheng Wu
,
Xiaodong He
Natural Language Generation
Findings / ARR - Long Paper
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Open ARR
Holistic Sentence Embeddings for Better Out-of-Distribution Detection
Sishuo Chen
,
Xiaohan Bi
,
Rundong Gao
,
Xu Sun
Machine Learning for NLP
Findings / ARR - Short Paper
Open PDF
Open ARR
MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering
Yingyao Wang
,
Junwei Bao
,
Chaoqun Duan
,
Youzheng Wu
,
Xiaodong He
,
Tiejun Zhao
Question Answering
Findings / ARR - Long Paper
Open PDF
Open ARR
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching
Chenxi Whitehouse
,
Fenia Christopoulou
,
Ignacio Iacobacci
Multilinguality
Findings / ARR - Long Paper
Open PDF
Open ARR
MBTI Personality Prediction for Fictional Characters Using Movie Scripts
Yisi Sang
,
Xiangyang Mou
,
Mo Yu
,
Dakuo Wang
,
Jing Li
,
Jeffrey Stanton
Resources and Evaluation
Findings / ARR - Short Paper
Open PDF
Open ARR
Probing for Constituency Structure in Neural Language Models
David Arps
,
Younes Samih
,
Laura Kallmeyer
,
Hassan Sajjad
Language Modeling and Analysis of Language Models
Findings / ARR - Long Paper
Open PDF
Open ARR
Table-To-Text generation and pre-training with TabT5
Ewa Andrejczuk
,
Julian Martin Eisenschlos
,
Francesco Piccinno
,
Syrine Krichene
,
Yasemin Altun
Unsupervised and Weakly-Supervised Methods in NLP
Findings / ARR - Short Paper
Open PDF
Open ARR
PaCo: Preconditions Attributed to Commonsense Knowledge
Ehsan Qasemi
,
Filip Ilievski
,
Muhao Chen
,
Pedro Szekely
Resources and Evaluation
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Open PDF
Open ARR
Revisiting the Roles of "Text” in Text Games
Yi Gu
,
Shunyu Yao
,
Chuang Gan
,
Josh Tenenbaum
,
Mo Yu
Resources and Evaluation
Findings / ARR - Short Paper
Open PDF
Open ARR
FPT: Improving Prompt Tuning Efficiency via Progressive Training
Yufei Huang
,
Yujia Qin
,
Huadong Wang
,
Yichun Yin
,
Maosong Sun
,
Zhiyuan Liu
,
Qun Liu
Efficient Methods for NLP
Findings / ARR - Short Paper
Open PDF
Open ARR
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
Information Extraction
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Open PDF
Open ARR
Fair NLP Models with Differentially Private Text Encoders
Gaurav Maheshwari
,
Pascal Denis
,
Mikaela Keller
,
Aurélien Bellet
Ethics
Findings / ARR - Long Paper
Open PDF
Open ARR
Modeling Context With Linear Attention for Scalable Document-Level Translation
Zhaofeng Wu
,
Hao Peng
,
Nikolaos Pappas
,
Noah A. Smith
Efficient Methods for NLP
Findings / ARR - Short Paper
Open PDF
Open ARR
What do Large Language Models Learn beyond Language?
Avinash Madasu
,
Shashank Srivastava
Language Modeling and Analysis of Language Models
Findings / ARR - Long Paper
Open PDF
Open ARR
CONSISTENT: Open-Ended Question Generation From News Articles
Tuhin Chakrabarty
,
Justin Lewis
,
Smaranda Muresan
NLP Applications
Findings / ARR - Long Paper
Open PDF
Open ARR
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
Han Guo
,
Bowen Tan
,
Zhengzhong Liu
,
Eric Xing
,
Zhiting Hu
Machine Learning for NLP
Findings / ARR - Long Paper
Open PDF
Open ARR
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning
Xiangyu Peng
,
Siyan Li
,
Sarah Wiegreffe
,
Mark Riedl
Natural Language Generation
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Open PDF
Open ARR
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets
Kichang Yang
,
Wonjun Jang
,
Won Ik Cho
Resources and Evaluation
Findings / ARR - Long Paper
Open PDF
Open ARR
Guiding Neural Story Generation with Reader Models
Xiangyu Peng
,
Kaige Xie
,
Amal Alabdulkarim
,
Harshith Kayam
,
Samihan Dani
,
Mark Riedl
Natural Language Generation
Findings / ARR - Long Paper
Open PDF
Open ARR
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue
Leonard Adolphs
,
Kurt Shuster
,
Jack Urbanek
,
Arthur Szlam
,
Jason Weston
Dialogue and Interactive Systems
Findings / ARR - Long Paper
Open PDF
Open ARR
Logical Fallacy Detection
Zhijing Jin
,
Abhinav Lalwani
,
Tejas Vaidhya
,
Xiaoyu Shen
,
Yiwen Ding
,
Zhiheng LYU
,
Mrinmaya Sachan
,
Rada Mihalcea
,
Bernhard Schoelkopf
NLP Applications
Findings / ARR - Long Paper
Open PDF
Open ARR
Revisiting Transformer-based Models for Long Document Classification
Xiang Dai
,
Ilias Chalkidis
,
Sune Darkner
,
Desmond Elliott
NLP Applications
Findings / ARR - Long Paper
Open PDF
Open ARR
Time-aware Prompting for Text Generation
Shuyang Cao
,
Lu Wang
Natural Language Generation
Findings / ARR - Short Paper
Open PDF
Open ARR
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation
Michalis Korakakis
,
Andreas Vlachos
Machine Learning for NLP
Findings / ARR - Long Paper
Open PDF
Open ARR
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems
Yoshitomo Matsubara
,
Luca Soldaini
,
Eric Lind
,
Alessandro Moschitti
Question Answering
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Resources and Evaluation
Findings / ARR - Long Paper
Open PDF
Open ARR
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
Information Extraction
Findings / ARR - Long Paper
Open PDF
Open ARR
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments
Maor Ivgi
,
Yair Carmon
,
Jonathan Berant
Efficient Methods for NLP
Findings / ARR - Long Paper
Open PDF
Open ARR
Analyzing the Limits of Self-Supervision in Handling Bias in Language
Lisa Bauer
,
Karthik Gopalakrishnan
,
Spandana Gella
,
Yang Liu
,
Mohit Bansal
,
Dilek Hakkani-Tur
Language Modeling and Analysis of Language Models
Findings / ARR - Long Paper
Open PDF
Open ARR
Generative Knowledge Graph Construction: A Review
Hongbin Ye
,
Ningyu Zhang
,
Hui Chen
,
Huajun Chen
Information Extraction
Oral / Regular Long Paper
Open PDF
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
Dialogue and Interactive Systems
Oral / Regular Long Paper
Open PDF
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
Open PDF
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling
Ki Yoon Yoo
,
Nojun Kwak
Machine Learning for NLP
Oral / Regular Long Paper
Open PDF
Generating Natural Language Proofs with Verifier-Guided Search
Kaiyu Yang
,
Jia Deng
,
Danqi Chen
Question Answering
Oral / Regular Long Paper
Open PDF
The Geometry of Multilingual Language Model Representations
Tyler Chang
,
Zhuowen Tu
,
Benjamin Bergen
Language Modeling and Analysis of Language Models
Oral / Regular Long Paper
Open PDF
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs
Bowen Xing
,
Ivor Tsang
Dialogue and Interactive Systems
Oral / Regular Long Paper
Open PDF
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains
Haoran Xu
,
Philipp Koehn
,
Kenton Murray
Machine Translation
Oral / Regular Long Paper
Open PDF
Interpreting Language Models with Contrastive Explanations
Kayo Yin
,
Graham Neubig
Interpretability, Interactivity and Analysis of Models for NLP
Oral / Regular Long Paper
Open PDF
RankGen: Improving Text Generation with Large Ranking Models
Kalpesh Krishna
,
Yapei Chang
,
John Wieting
,
Mohit Iyyer
Natural Language Generation
Oral / Regular Long Paper
Open PDF
Learning a Grammar Inducer from Massive Uncurated Instructional Videos
Songyang Zhang
,
Linfeng Song
,
Lifeng Jin
,
Haitao Mi
,
Kun Xu
,
Dong Yu
,
Jiebo Luo
Syntax, Parsing and their Applications
Oral / Regular Long Paper
Open PDF
Estimating Soft Labels for Out-of-Domain Intent Detection
Hao Lang
,
Yinhe Zheng
,
Jian Sun
,
Fei Huang
,
Luo Si
,
Yongbin Li
Dialogue and Interactive Systems
Oral / Regular Long Paper
Open PDF
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation
Jannis Bulian
,
Christian Buck
,
Wojciech Gajewski
,
Benjamin Börschinger
,
Tal Schuster
Resources and Evaluation
Oral / Regular Long Paper
Open PDF
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking
Minghan Li
,
Xinyu Zhang
,
Ji Xin
,
Hongyang Zhang
,
Jimmy Lin
Information Retrieval and Text Mining
Oral / Regular Long Paper
Open PDF
Linearizing Transformer with Key-Value Memory
Yizhe Zhang
,
Deng Cai
Natural Language Generation
Oral / Regular Long Paper
Open PDF
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions
Gaurav Verma
,
Vishwa Vinay
,
Ryan Rossi
,
Srijan Kumar
Speech, Vision, Robotics, Multimodal Grounding
Oral / Regular Long Paper
Open PDF
Translation between Molecules and Natural Language
Carl Edwards
,
Tuan M. Lai
,
Kevin Ros
,
Garrett Honke
,
Kyunghyun Cho
,
Heng Ji
NLP Applications
Oral / Regular Long Paper
Open PDF
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment
Matthew Finlayson
,
Kyle Richardson
,
Ashish Sabharwal
,
Peter Clark
Language Modeling and Analysis of Language Models
Oral / Regular Long Paper
Open PDF
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
Dialogue and Interactive Systems
Oral / Regular Long Paper
Open PDF
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
Open PDF
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder
Shitao Xiao
,
Zheng Liu
,
Yingxia Shao
,
Zhao Cao
Information Retrieval and Text Mining
Oral / Regular Long Paper
Open PDF
Aligning Recommendation and Conversation via Dual Imitation
Jinfeng Zhou
,
Bo Wang
,
Minlie Huang
,
Dongming Zhao
,
Kun Huang
,
Ruifang He
,
Yuexian Hou
Dialogue and Interactive Systems
Oral / Regular Long Paper
Open PDF
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance
Xiaoqiang Wang
,
Bang Liu
,
Siliang Tang
,
Lingfei Wu
Resources and Evaluation
Oral / Regular Long Paper
Open PDF
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
Open PDF
Generative Language Models for Paragraph-Level Question Generation
Asahi Ushio
,
Fernando Alva-Manchego
,
Jose Camacho-Collados
Resources and Evaluation
Oral / Regular Long Paper
Open PDF
A Unified Encoder-Decoder Framework with Entity Memory
Zhihan Zhang
,
Wenhao Yu
,
Chenguang Zhu
,
Meng Jiang
Natural Language Generation
Oral / Regular Long Paper
Open PDF
Segmenting Numerical Substitution Ciphers
Nada Aldarrab
,
Jonathan May
NLP Applications
Oral / Regular Long Paper
Open PDF
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset
Ashish V. Thapliyal
,
Jordi Pont Tuset
,
Xi Chen
,
Radu Soricut
Multilinguality
Oral / Regular Long Paper
Open PDF
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
Information Extraction
Oral / Regular Long Paper
Open PDF
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs
Dong Yang
,
QING PEIJUN
,
Yang Li
,
Haonan Lu
,
xiaodong lin
Machine Learning for NLP
Oral / Regular Long Paper
Open PDF
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
Open PDF
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning
Yifan Chen
,
Devamanyu Hazarika
,
Mahdi Namazifar
,
Yang Liu
,
Di Jin
,
Dilek Hakkani-Tur
Machine Learning for NLP
Oral / Regular Long Paper
Open PDF
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
Commonsense Reasoning
Oral / Regular Long Paper
Open PDF
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization
Zexuan Qiu
,
Qinliang Su
,
Jianxing Yu
,
Shijing Si
Information Retrieval and Text Mining
Oral / Regular Long Paper
Open PDF
Cross-document Event Coreference Search: Task, Dataset and Modeling
Alon Eirew
,
Avi Caciularu
,
Ido Dagan
Resources and Evaluation
Oral / Regular Long Paper
Open PDF
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
Information Extraction
Oral / Regular Long Paper
Open PDF
How Large Language Models are Transforming Machine-Paraphrase Plagiarism
Jan Philip Wahle
,
Terry Ruas
,
Frederic Kirstein
,
Bela Gipp
NLP Applications
Oral / Regular Long Paper
Open PDF
M2D2: A Massively Multi-Domain Language Modeling Dataset
Machel Reid
,
Victor Zhong
,
Suchin Gururangan
,
Luke Zettlemoyer
Resources and Evaluation
Oral / Regular Long Paper
Open PDF
"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
Open PDF
A Distributional Lens for Multi-Aspect Controllable Text Generation
Yuxuan Gu
,
Xiaocheng Feng
,
Sicheng Ma
,
Lingyuan Zhang
,
Heng Gong
,
Bing Qin
Natural Language Generation
Oral / Regular Long Paper
Open PDF
Multilingual Relation Classification via Efficient and Effective Prompting
Yuxuan Chen
,
David Harbecke
,
Leonhard Hennig
Information Extraction
Oral / Regular Long Paper
Open PDF
Fine-grained Contrastive Learning for Relation Extraction
William Hogan
,
Jiacheng Li
,
Jingbo Shang
Information Extraction
Oral / Regular Long Paper
Open PDF
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
NLP Applications
Oral / Regular Long Paper
Open PDF
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way
Alex Wang
,
Richard Yuanzhe Pang
,
Angelica Chen
,
Jason Phang
,
Samuel R. Bowman
Summarization
Oral / Regular Long Paper
Open PDF
MetaASSIST: Robust Dialogue State Tracking with Meta Learning
Fanghua Ye
,
xi wang
,
Jie Huang
,
Shenghui Li
,
Samuel Stern
,
Emine Yilmaz
Dialogue and Interactive Systems
Oral / Regular Long Paper
Open PDF
Multilingual Machine Translation with Hyper-Adapters
Christos Baziotis
,
Mikel Artetxe
,
James Cross
,
Shruti Bhosale
Machine Translation
Oral / Regular Long Paper
Open PDF
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination
Yue Yang
,
Wenlin Yao
,
Hongming Zhang
,
Xiaoyang Wang
,
Dong Yu
,
Jianshu Chen
Speech, Vision, Robotics, Multimodal Grounding
Oral / Regular Long Paper
Open PDF
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
Open PDF
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations
Jaehun Jung
,
Lianhui Qin
,
Sean Welleck
,
Faeze Brahman
,
Chandra Bhagavatula
,
Ronan Le Bras
,
Yejin Choi
Commonsense Reasoning
Oral / Regular Long Paper
Open PDF
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
Speech, Vision, Robotics, Multimodal Grounding
Oral / Regular Long Paper
Open PDF
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
Unsupervised and Weakly-Supervised Methods in NLP
Oral / Regular Long Paper
Open PDF
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
Open PDF
Geographic Citation Gaps in NLP Research
Mukund Rungta
,
Janvijay Singh
,
Saif M. Mohammad
,
Diyi Yang
Theme Track
Oral / Regular Long Paper
Open PDF
Language Models of Code are Few-Shot Commonsense Learners
Aman Madaan
,
Shuyan Zhou
,
Uri Alon
,
Yiming Yang
,
Graham Neubig
Commonsense Reasoning
Oral / Regular Long Paper
Open PDF
Numerical Optimizations for Weighted Low-rank Estimation on Language Models
Ting Hua
,
Yen-Chang Hsu
,
Felicity Wang
,
Qian Lou
,
Yilin Shen
,
Hongxia Jin
Machine Learning for NLP
Oral / Regular Long Paper
Open PDF
Generative Multi-hop Retrieval
Hyunji Lee
,
Sohee Yang
,
Hanseok Oh
,
Minjoon Seo
Information Retrieval and Text Mining
Oral / Regular Long Paper
Open PDF
Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation
Yu Zhao
,
Jianguo Wei
,
ZhiChao Lin
,
Yueheng Sun
,
Meishan Zhang
,
Min Zhang
Natural Language Generation
Oral / Regular Long Paper
Open PDF
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
Open PDF
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
Dialogue and Interactive Systems
Oral / Regular Long Paper
Open PDF
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
Open PDF
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
Open PDF
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller
Zhaowei Wang
,
Hongming Zhang
,
Tianqing Fang
,
Yangqiu Song
,
Ginny Y. Wong
,
Simon See
Natural Language Generation
Oral / Regular Long Paper
Open PDF
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization
Yuxian Gu
,
Pei Ke
,
Xiaoyan Zhu
,
Minlie Huang
Unsupervised and Weakly-Supervised Methods in NLP
Oral / Regular Long Paper
Open PDF
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
Speech, Vision, Robotics, Multimodal Grounding
Oral / Regular Long Paper
Open PDF
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions
Shuhao Gu
,
Bojie Hu
,
Yang Feng
Machine Translation
Oral / Regular Long Paper
Open PDF
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
Efficient Methods for NLP
Oral / Regular Long Paper
Open PDF
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction
Zhen Wan
,
Qianying Liu
,
Zhuoyuan Mao
,
Fei Cheng
,
Sadao Kurohashi
,
Jiwei Li
Information Extraction
Oral / Regular Short Paper
Open PDF
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
Commonsense Reasoning
Oral / Regular Long Paper
Open PDF
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
Open PDF
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
Open PDF
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
Open PDF
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition
Shuguang Chen
,
Leonardo Neves
,
Thamar Solorio
Information Extraction
Oral / Regular Long Paper
Open PDF
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs
Wentao Ding
,
Hao Chen
,
Huayu Li
,
Yuzhong Qu
Question Answering
Oral / Regular Long Paper
Open PDF
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning
Xueliang Zhao
,
Tingchen Fu
,
Chongyang Tao
,
Rui Yan
Dialogue and Interactive Systems
Oral / Regular Long Paper
Open PDF
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
Open PDF
Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent?
Pradip Pramanick
,
Chayan Sarkar
Speech, Vision, Robotics, Multimodal Grounding
Oral / Regular Long Paper
Open PDF
AfroLID: A Neural Language Identification Tool for African Languages
Ife Adebara
,
AbdelRahim Elmadany
,
Muhammad Abdul-Mageed
,
Alcides Alcoba Inciarte
Multilinguality
Oral / Regular Long Paper
Open PDF
EvEntS ReaLM: Event Reasoning of Entity States via Language Models
Evangelia Spiliopoulou
,
Artidoro Pagnoni
,
Yonatan Bisk
,
Eduard Hovy
Commonsense Reasoning
Oral / Regular Long Paper
Open PDF
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
Natural Language Generation
Oral / Regular Long Paper
Open PDF
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
Open PDF
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets
Philippe Laban
,
Chien-Sheng Wu
,
Wenhao Liu
,
Caiming Xiong
Resources and Evaluation
Oral / Regular Long Paper
Open PDF
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
NLP Applications
Oral / Regular Long Paper
Open PDF
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
Open PDF
Gendered Mental Health Stigma in Masked Language Models
Wanyin Lin
,
Lucille Njoo
,
Anjalie Field
,
Ashish Sharma
,
Katharina Reinecke
,
Tim Althoff
,
Yulia Tsvetkov
Ethics
Oral / Regular Long Paper
Open PDF
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization
Nishant Yadav
,
Nicholas Monath
,
Rico Angell
,
Manzil Zaheer
,
Andrew McCallum
Machine Learning for NLP
Oral / Regular Long Paper
Open PDF
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
Natural Language Generation
Oral / Regular Long Paper
Open PDF
Gradient-based Constrained Sampling from Language Models
Sachin Kumar
,
Biswajit Paria
,
Yulia Tsvetkov
Natural Language Generation
Oral / Regular Long Paper
Open PDF
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
Question Answering
Oral / Regular Long Paper
Open PDF
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence
Hung-Ting Chen
,
Michael Zhang
,
Eunsol Choi
Question Answering
Oral / Regular Long Paper
Open PDF
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation
Zhenrui Yue
,
Huimin Zeng
,
Bernhard Kratzwald
,
Stefan Feuerriegel
,
Dong Wang
Question Answering
Oral / Regular Long Paper
Open PDF
Generating Information-Seeking Conversations from Unlabeled Documents
Gangwoo Kim
,
Sungdong Kim
,
Kang Min Yoo
,
Jaewoo Kang
Question Answering
Oral / Regular Long Paper
Open PDF
Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation
RU Peng
,
Yawen Zeng
,
Jake Zhao
Machine Translation
Oral / Regular Long Paper
Open PDF
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
Ethics
Oral / Regular Long Paper
Open PDF
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
Language Modeling and Analysis of Language Models
Oral / Regular Long Paper
Open PDF
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
Open PDF
Towards Climate Awareness in NLP Research
Daniel Hershcovich
,
Nicolas Webersinke
,
Mathias Kraus
,
Julia Bingler
,
Markus Leippold
Theme Track
Oral / ARR - Long Paper
Open PDF
Open ARR
Navigating Connected Memories with a Task-oriented Dialog System
Satwik Kottur
,
Seungwhan Moon
,
Alborz Geramifard
,
Babak Damavandi
Dialogue and Interactive Systems
Oral / ARR - Long Paper
Open PDF
Open ARR
Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models
Hao Zhang
Language Modeling and Analysis of Language Models
Oral / ARR - Short Paper
Open PDF
Open ARR
Varifocal Question Generation for Fact-checking
Nedjma Djouhra Ousidhoum
,
Zhangdie Yuan
,
Andreas Vlachos
NLP Applications
Oral / ARR - Long Paper
Open PDF
Open ARR
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
Unsupervised and Weakly-Supervised Methods in NLP
Oral / ARR - Long Paper
Open PDF
Open ARR
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
Theme Track
Oral / ARR - Long Paper
Open PDF
Open ARR
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction
Weiwen Xu
,
Yang Deng
,
Wenqiang Lei
,
Wenlong ZHAO
,
Tat-Seng Chua
,
Wai Lam
NLP Applications
Oral / ARR - Long Paper
Open PDF
Open ARR
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
Open PDF
Open ARR
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
Open PDF
Open ARR
Iteratively Prompt Pre-trained Language Models for Chain of Thought
Boshi Wang
,
Xiang Deng
,
Huan Sun
Language Modeling and Analysis of Language Models
Oral / ARR - Long Paper
Open PDF
Open ARR
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
Open PDF
Open ARR
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling
Yiyang Li
,
Hai Zhao
,
Zhuosheng Zhang
Dialogue and Interactive Systems
Poster / Regular Long Paper
Open PDF
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
Open PDF
Non-Autoregressive Neural Machine Translation: A Call for Clarity
Robin M. Schmidt
,
Telmo Pires
,
Stephan Peitz
,
Jonas Lööf
Machine Translation
Poster / Regular Short Paper
Open PDF
RED-ACE: Robust Error Detection for ASR using Confidence Embeddings
Zorik Gekhman
,
Dina Zverinski
,
Jonathan Mallinson
,
Genady Beryozkin
NLP Applications
Poster / Regular Short Paper
Open PDF
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
Unsupervised and Weakly-Supervised Methods in NLP
Poster / Regular Long Paper
Open PDF
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
Zifeng Wang
,
Jimeng Sun
NLP Applications
Poster / Regular Long Paper
Open PDF
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models
Lan Jiang
,
Hao Zhou
,
Yankai Lin
,
Peng Li
,
Jie Zhou
,
Rui Jiang
Language Modeling and Analysis of Language Models
Poster / Regular Long Paper
Open PDF
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
Dialogue and Interactive Systems
Poster / Regular Long Paper
Open PDF
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency
Prafulla Kumar Choubey
,
Yu Bai
,
Chien-Sheng Wu
,
Wenhao Liu
,
Nazneen Rajani
Machine Learning for NLP
Poster / Regular Short Paper
Open PDF
Effective and Efficient Query-aware Snippet Extraction for Web Search
Jingwei Yi
,
Fangzhao Wu
,
Chuhan Wu
,
Xiaolong Huang
,
Binxing Jiao
,
Guangzhong Sun
,
Xing Xie
Summarization
Poster / Regular Long Paper
Open PDF
Generative Entity Typing with Curriculum Learning
Siyu Yuan
,
Deqing Yang
,
Jiaqing Liang
,
Zhixu Li
,
Jinxi Liu
,
Jingyue Huang
,
Yanghua Xiao
Information Retrieval and Text Mining
Poster / Regular Long Paper
Open PDF
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model
Mingqi Li
,
Fei Ding
,
Dan Zhang
,
Long Cheng
,
Hongxin Hu
,
feng luo
Multilinguality
Poster / Regular Long Paper
Open PDF
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
Language Modeling and Analysis of Language Models
Poster / Regular Long Paper
Open PDF
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
Question Answering
Poster / Regular Long Paper
Open PDF
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
Language Modeling and Analysis of Language Models
Poster / Regular Long Paper
Open PDF
On the Evaluation Metrics for Paraphrase Generation
Lingfeng Shen
,
Lemao Liu
,
Haiyun Jiang
,
Shuming Shi
Resources and Evaluation
Poster / Regular Long Paper
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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
Open PDF
Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems
David Gros
,
Yu Li
,
Zhou Yu
Dialogue and Interactive Systems
Poster / Regular Long Paper
Open PDF
Making Pretrained Language Models Good Long-tailed Learners
Chen Zhang
,
Lei Ren
,
Jingang Wang
,
Wei Wu
,
Dawei Song
Machine Learning for NLP
Poster / Regular Long Paper
Open PDF
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
Machine Learning for NLP
Poster / Regular Long Paper
Open PDF
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation
Hanqing Zhang
,
Dawei Song
Natural Language Generation
Poster / Regular Long Paper
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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
Speech, Vision, Robotics, Multimodal Grounding
Poster / Regular Long Paper
Open PDF
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
Language Modeling and Analysis of Language Models
Poster / Regular Long Paper
Open PDF
CapOnImage: Context-driven Dense-Captioning on Image
Yiqi Gao
,
Xinglin Hou
,
Yuanmeng Zhang
,
Tiezheng Ge
,
Yuning Jiang
,
peng wang
Natural Language Generation
Poster / Regular Long Paper
Open PDF
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
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Machine Translation Robustness to Natural Asemantic Variation
Jacob Bremerman
,
Xiang Ren
,
Jonathan May
Machine Translation
Poster / Regular Long Paper
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Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes
Oren Sultan
,
Dafna Shahaf
NLP Applications
Poster / Regular Long Paper
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Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models
Terra Blevins
,
Hila Gonen
,
Luke Zettlemoyer
Multilinguality
Poster / Regular Long Paper
Open PDF
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition
Junhao Zheng
,
Zhanxian Liang
,
Haibin Chen
,
Qianli Ma
NLP Applications
Poster / Regular Long Paper
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Unsupervised Tokenization Learning
Anton Kolonin
,
Vignav Ramesh
Unsupervised and Weakly-Supervised Methods in NLP
Poster / Regular Long Paper
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A Template-based Method for Constrained Neural Machine Translation
Shuo Wang
,
Peng Li
,
Zhixing Tan
,
Zhaopeng Tu
,
Maosong Sun
,
Yang Liu
Machine Translation
Poster / Regular Long Paper
Open PDF
PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models
Yupeng Zhang
,
Hongzhi Zhang
,
Sirui Wang
,
Wei Wu
,
Zhoujun Li
Machine Learning for NLP
Poster / Regular Short Paper
Open PDF
Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment
Siyu Lai
,
Zhen Yang
,
Fandong Meng
,
Yufeng Chen
,
Jinan Xu
,
Jie Zhou
Multilinguality
Poster / Regular Long Paper
Open PDF
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation
Tianxiang Sun
,
Junliang He
,
Xipeng Qiu
,
Xuanjing Huang
Ethics
Poster / Regular Long Paper
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HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
Zihan Wang
,
Peiyi Wang
,
Tianyu Liu
,
Binghuai Lin
,
Yunbo Cao
,
Zhifang Sui
,
Houfeng Wang
Machine Learning for NLP
Poster / Regular Long Paper
Open PDF
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs
Maarten Sap
,
Ronan Le Bras
,
Daniel Fried
,
Yejin Choi