Open Source Code Badge

This page contains the list of papers which earned the Open Source Code Badge.

Main Conference

Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem

Ryoma Sato

User-Centric Gender Rewriting

Bashar Alhafni, Nizar Habash, Houda Bouamor

DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings

Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass

SemAttack: Natural Textual Attacks via Different Semantic Spaces

Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li

Quantifying Language Variation Acoustically with Few Resources

Martijn Bartelds, Martijn Wieling

Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection

Alan Ramponi, Sara Tonelli

Restoring Hebrew Diacritics Without a Dictionary

Elazar Gershuni, Yuval Pinter

Disentangling Categorization in Multi-agent Emergent Communication

Washington Garcia, Hamilton Scott Clouse, Kevin R. B. Butler

Causal Distillation for Language Models

Zhengxuan Wu, Atticus Geiger, Joshua Rozner, Elisa Kreiss, Hanson Lu, Thomas Icard, Christopher Potts, Noah Goodman

CORWA: A Citation-Oriented Related Work Annotation Dataset

Xiangci Li, Biswadip Mandal, Jessica Ouyang

Cooperative Self-training of Machine Reading Comprehension

Hongyin Luo, Shang-Wen Li, Mingye Gao, Seunghak Yu, James R. Glass

Frustratingly Easy System Combination for Grammatical Error Correction

Muhammad Reza Qorib, Seung-Hoon Na, Hwee Tou Ng

Cheat Codes to Quantify Missing Source Information in Neural Machine Translation

Proyag Pal, Kenneth Heafield

Maize: Effective and Efficient Retrieval via Lightweight Late Interaction

Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia

Is “my favorite new movie” my favorite movie? Probing the Understanding of Recursive Noun Phrases

QING LYU, Hua Zheng, Daoxin Li, Li Zhang, Marianna Apidianaki, Chris Callison-Burch

Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness

Yun-Zhu Song, Yi-Syuan Chen, Hong-Han Shuai

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification

Georgios P. Spithourakis, Ivan Vulić, Michał Lis, Inigo Casanueva, Paweł Budzianowski

Cross-Domain Classification of Moral Values

Enrico Liscio, Alin Eugen Dondera, Andrei Geadau, Catholijn M Jonker, Pradeep Kumar Murukannaiah

Efficient Hierarchical Domain Adaptation for Pretrained Language Models

Alexandra Chronopoulou, Matthew E Peters, Jesse Dodge

Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics

Daniel Deutsch, Rotem Dror, Dan Roth

How Gender Debiasing Affects Internal Model Representations, and Why It Matters

Hadas Orgad, Seraphina Goldfarb-Tarrant, Yonatan Belinkov

EASE: Entity-Aware Contrastive Learning of Sentence Embedding

Sosuke Nishikawa, Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen

Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization

Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y.S. Lam

CoMPM: Context Modeling with Speaker’s Pre-trained Memory Tracking for Emotion Recognition in Conversation

Joosung Lee, Wooin Lee

Generating Repetitions with Appropriate Repeated Words

Toshiki Kawamoto, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura

Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation

Junwei Yang, Zequn Liu, Ming Zhang, Sheng Wang

Towards a Progression-Aware Autonomous Dialogue Agent

Abraham Sanders, Tomek Strzalkowski, Mei Si, Albert Chang

Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions

Elior Sulem, Jamaal Hay, Dan Roth

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks

Akari Asai, Matt Gardner, Hanna Hajishirzi

Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity

Sheshera Mysore, Arman Cohan, Tom Hope

Literature-Augmented Clinical Outcome Prediction

Aakanksha Naik, Sravanthi Parasa, Sergey Feldman, Lucy Lu Wang, Tom Hope

DREAM: Improving Situational QA by First Elaborating the Situation

Yuling Gu, Bhavana Dalvi, Peter Clark

A Dataset for N-ary Relation Extraction of Drug Combinations

Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg

Reframing Human-AI Collaboration for Generating Free-Text Explanations

Sarah Wiegreffe, Jack Hessel, Swabha Swayamdipta, Mark Riedl, Yejin Choi

Extreme Zero-Shot Learning for Extreme Text Classification

Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S Dhillon

Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base

Minhao Zhang, Ruoyu Zhang, Yanzeng Li, Lei Zou

Do Prompt-Based Models Really Understand the Meaning of Their Prompts?

Albert Webson, Ellie Pavlick

Combating the curse of multilinguality in cross-lingual WSD via the application of sparsified contextualized word representations

Gábor Berend

AMRize, then Parse! Enhancing AMR Parsing with PseudoAMR Data

Liang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang

Visual Commonsense in Pretrained Unimodal and Multimodal Models

Chenyu Zhang, Benjamin Van Durme, Elias Stengel-Eskin, Zhuowan Li

Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation

Deeksha varshney, Akshara Prabhakar, Asif Ekbal

LongChecker: Improving scientific claim verification by modeling full-abstract context

David Wadden, Kyle Lo, Lucy Lu Wang, Arman Cohan, Iz Beltagy, Hannaneh Hajishirzi

StATIK: Structure and Text for Inductive Knowledge Graph Completion

Elan Sopher Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri, Murali Annavaram, Aram Galstyan, Greg Ver Steeg

GenIE: Generative Information Extraction

Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West

COGMEN: COntextualized GNN based Multimodal Emotion recognitioN

Abhinav Joshi, Ashwani Bhat, Ayush Jain, Atin Vikram Singh, Ashutosh Modi

MetaICL: Learning to Learn In Context

Sewon Min, Mike Lewis, Luke Zettlemoyer, Hannaneh Hajishirzi

Towards Efficient NLP: A Standard Evaluation and A Strong Baseline

Xiangyang Liu, Tianxiang Sun, JunLiang He, Jiawen Wu, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu

Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction

Jiaxin Yu, Deqing Yang, Shuyu Tian

Interpretable Proof Generation via Iterative Backward Reasoning

Hanhao Qu, Yu Cao, Jun Gao, Liang Ding, Ruifeng Xu

Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs

Ghazi Felhi, Joseph Le Roux, Djamé Seddah

LongT5: Efficient Text-To-Text Transformer for Long Sequences

Mandy Guo, Joshua Ainslie, David Uthus, Santiago Ontanon, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang

Improving Constituent Representation with Hypertree Neural Networks

Hao Zhou, Gongshen Liu, Kewei Tu

Temporal Attention for Language Models

Guy D. Rosin, Kira Radinsky

Weakly Supervised Text Classification using Supervision Signals from a Language Model

Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song

Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking

Hwanhee Lee, Kang Min Yoo, Joonsuk Park, Hwaran Lee, Kyomin Jung

Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models

Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech

What kinds of errors do reference resolution models make and what can we learn from them?

Jorge Sánchez, Mauricio Mazuecos, Hernán Maina, Luciana Benotti

Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling

Jakob Prange, Nathan Schneider, Lingpeng Kong

From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory

Jaron Mar, Jiamou Liu

Post-Training Dialogue Summarization using Pseudo-Paraphrasing

Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu

Collective Self-Labeling for Passage Retrieval

Jihyuk Kim, Minsoo Kim, seung-won hwang

Non-Autoregressive Machine Translation: It’s Not as Fast as it Seems

Jindřich Helcl, Barry Haddow, Alexandra Birch

Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables

Nan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng

Controllable Sentence Simplification via Operation Classification

Liam Cripwell, Joël Legrand, Claire Gardent

GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers

Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar

CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering

Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong

KALA: Knowledge-Augmented Language Model Adaptation

Minki Kang, Jinheon Baek, Sung Ju Hwang

Few-Shot Document-Level Relation Extraction

Nicholas Popovic, Michael Färber

PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding

Antoine Chaffin, Vincent Claveau, Ewa Kijak

Modeling Exemplification in Long-form Question Answering via Retrieval

Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer

QuALITY: Question Answering with Long Input Texts, Yes!

Richard Yuanzhe Pang, Alicia Vail Parrish, Nitish Joshi, Nikita Nangia, Jason Phang, Angelica Chen, Vishakh Padmakumar, Johnny L Ma, Jana Thompson, He He, Samuel R. Bowman

Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning

Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre

RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning

Yaqing Wang, Xin Tian, Haoyi Xiong, Yueyang Li, Zeyu Chen, Sheng Guo, Dejing Dou

Symbolic Knowledge Distillation: from General Language Models to Commonsense Models

Peter West, Chandra Bhagavatula, Jack Hessel, Jena D. Hwang, Liwei Jiang, Ronan Le Bras, Ximing Lu, Sean Welleck, Yejin Choi

Probing the Role of Positional Information in Vision-Language Models

Philipp J. Rösch, Jindřich Libovický

White-box Testing of NLP models with Mask Neuron Coverage

Arshdeep Sekhon, Yangfeng Ji, Matthew Dwyer, Yanjun Qi

METGEN: A Module-based Entailment Tree Generation Framework for Answer Explanation

Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang

Exploring Neural Models for Query-Focused Summarization

Jesse Vig, Alexander Fabbri, Wojciech Maciej Kryscinski, Chien-Sheng Wu, Wenhao Liu

Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks

Şaziye Betül Özateş, Arzucan Özgür, Tunga Gungor, Özlem Çetinoğlu

Efficient Constituency Tree based Encoding for Natural Language to Bash Translation

Shikhar Bharadwaj, Shirish Shevade

A Computational Acquisition Model for Multimodal Word Categorization

Uri Berger, Gabriel Stanovsky, Omri Abend, Lea Frermann

Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models

Tomohiro Yamasaki

MCSE: Multimodal Contrastive Learning of Sentence Embeddings

Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow

A Study of the Attention Abnormality in Trojaned BERTs

Weimin Lyu, Songzhu Zheng, Tengfei Ma, Chao Chen

SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction

Yuxin Xiao, Zecheng Zhang, Yuning Mao, Carl Yang, Jiawei Han

Document-Level Relation Extraction with Sentences Importance Estimation and Focusing

Wang Xu, Kehai Chen, Lili Mou, Tiejun Zhao

Improve Discourse Dependency Parsing with Contextualized Representations

Yifei Zhou, Yansong Feng

ExSum: From Local Explanations to Model Understanding

Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

TVShowGuess: Character Comprehension in Stories as Speaker Guessing

Yisi Sang, Xiangyang Mou, Mo Yu, Shunyu Yao, Jing Li, Jeffrey Stanton

Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation

Yong Cao, Wei Li, Xianzhi Li, Min Chen, Guangyong Chen, Long Hu, Zhengdao Li, Kai Hwang

A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction

Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Oluwasanmi O Koyejo

Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation

Yujie Xing, Jinglun Cai, Nils Barlaug, Peng Liu, Jon Atle Gulla

XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction

Yuwei Cao, William Groves, Tanay Kumar Saha, Joel R. Tetreault, Alex Jaimes, Hao Peng, Philip S. Yu

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning

Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

Long-term Control for Dialogue Generation: Methods and Evaluation

Ramya Ramakrishnan, Hashan Buddhika Narangodage, Mauro Schilman, Kilian Q Weinberger, Ryan McDonald

On Transferability of Prompt Tuning for Natural Language Processing

Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou

An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling

Peiyi Wang, Runxin Xu, Tianyu Liu, Qingyu Zhou, Yunbo Cao, Baobao Chang, Zhifang Sui

FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations

Leonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal

A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling

Forrest Sheng Bao, Ge Luo, Hebi Li, Cen Chen, Yinfei Yang, Youbiao He, Minghui Qiu

Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation

Giscard Biamby, Grace Luo, Trevor Darrell, Anna Rohrbach

TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding

Le Zhang, Zichao Yang, Diyi Yang

Multi-Relational Graph Transformer for Automatic Short Answer Grading

Rajat Agarwal, Varun Khurana, Karish Grover, Mukesh Mohania, Vikram Goyal

DISARM: Detecting the Victims Targeted by Harmful Memes

Shivam Sharma, Md Shad Akhtar, Preslav Nakov, Tanmoy Chakraborty

Weakly Supervised Text-to-SQL Parsing through Question Decomposition

Tomer Wolfson, Daniel Deutch, Jonathan Berant

GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering

Yoonseok Yang, Kyu Seok Kim, Minsam Kim, Juneyoung Park

Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning

Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Mingfei Cheng, Guang Chen

A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation

Quanbin Wang, XieXiong Lin, Feng Wang

Few-Shot Self-Rationalization with Natural Language Prompts

Ana Marasovic, Iz Beltagy, Doug Downey, Matthew E Peters

On the Use of External Data for Spoken Named Entity Recognition

Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu Han

Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks

Anton Chernyavskiy, Dmitry Ilvovsky, Pavel Kalinin, Preslav Nakov

The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation

Tobias Domhan, Eva Hasler, Ke Tran, Sony Trenous, Bill Byrne, Felix Hieber

Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation

Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen

Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback

Yunfan Hu, Zhaopeng Qiu, Xian Wu

Nearest Neighbor Knowledge Distillation for Neural Machine Translation

Zhixian Yang, Renliang Sun, Xiaojun Wan

Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer

Haoran Xu, Kenton Murray

On Measuring Social Biases in Prompt-Based Learning

Afra Feyza Akyürek, Sejin Paik, Muhammed Yusuf Kocyigit, Seda Akbiyik, Şerife Leman Runyun, Derry Wijaya

Improving Compositional Generalization with Latent Structure and Data Augmentation

Linlu Qiu, Peter Shaw, Panupong Pasupat, Paweł Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova

Abstraction not Memory: BERT and the English Article System

Harish Tayyar Madabushi, Dagmar Divjak, Petar Milin

Zero-shot Cross-lingual Conversational Semantic Role Labeling

Han Wu, Haochen Tan, Kun Xu, Shuqi LIU, Lianwei Wu, Linqi Song

Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification

Han Wang, Canwen Xu, Julian McAuley

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings

Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song

Analyzing Encoded Concepts in Transformer Language Models

Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, Jia Xu

FreeTransfer-X: Safe and Annotation-Free Cross-Lingual Transfer for Different Networks

Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu

Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics

Zihan Zhang, Meng Fang, Ling Chen, Mohammad Reza Namazi Rad

On the Robustness of Reading Comprehension Models to Entity Renaming

Jun Yan, Yang Xiao, Sagnik Mukherjee, Bill Yuchen Lin, Robin Jia, Xiang Ren

Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models

Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt

On Synthetic Data for Back Translation

Jiahao Xu, Yubin Ruan, Wei Bi, Guoping Huang, Shuming Shi, Lihui Chen, Lemao Liu

Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand

Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Lavinia Dunagan, Jacob Daniel Morrison, Alexander Fabbri, Yejin Choi, Noah Smith

Transparent Human Evaluation for Image Captioning

Jungo Kasai, Keisuke Sakaguchi, Lavinia Dunagan, Jacob Daniel Morrison, Ronan Le Bras, Yejin Choi, Noah Smith

Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching

Kunbo Ding, Weijie Liu, Yuejian Fang, Zhe Zhao, Qi Ju, Xuefeng Yang, Rong Tian, Zhu Tao, Haoyan Liu, Han Guo, Xingyu Bai, Weiquan Mao, Yudong Li, Weigang Guo, Taiqiang Wu, Ningyuan Sun

DEMix Layers: Disentangling Domains for Modular Language Modeling

Suchin Gururangan, Mike Lewis, Ari Holtzman, Noah Smith, Luke Zettlemoyer

Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction

Senhui Zhang, Tao Ji, Wendi Ji, Xiaoling Wang

DialSummEval: Revisiting Summarization Evaluation for Dialogues

Mingqi Gao, Xiaojun Wan

DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks

LIN TIAN, Xiuzhen Zhang, Jey Han Lau

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm

Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu

ValCAT: Generating Variable-Length Contextualized Adversarial Transformations using Encoder-Decoder

Chuyun Deng, Mingxuan Liu, Yue Qin, Jia Zhang, Hai-Xin Duan, Donghong Sun

Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training

Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou

Unified Semantic Typing with Meaningful Label Inference

James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen

Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text

Yutong Shao, Nikita Bhutani, Sajjadur Rahman, Estevam Hruschka

LiST: Lite Prompted Self-training Makes Efficient Few-shot Learners

Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao

Testing the Ability of Language Models to Interpret Figurative Language

Emmy Liu, Chenxuan Cui, Kenneth Zheng, Graham Neubig

Robust Conversational Agents against Imperceptible Toxicity Triggers

Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan

Clues Before Answers: Generation-Enhanced Multiple-Choice QA

Zixian Huang, Ao Wu, Jiaying Zhou, Yu Gu, Yue Zhao, Gong Cheng

Unsupervised Paraphrasability Prediction for Compound Nominalizations

John Sie Yuen Lee, Ho Hung Lim, Carol Webster

Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks

Paul Rottger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert

OTExtSum: Extractive Text Summarisation with Optimal Transport

Peggy Tang, Kun Hu, Rui Yan, Lei Zhang, Junbin Gao, Zhiyong Wang

A Double-Graph Based Framework for Frame Semantic Parsing

Ce Zheng, Xudong Chen, Runxin Xu, Baobao Chang

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue

Inigo Casanueva, Ivan Vulić, Georgios P. Spithourakis, Paweł Budzianowski

Does Summary Evaluation Survive Translation to Other Languages?

Spencer Braun, Oleg Vasilyev, Neslihan Iskender, John Bohannon

Residue-Based Natural Language Adversarial Attack Detection

Vyas Raina, Mark Gales

Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information

Niccolò Campolungo, Tommaso Pasini, Denis Emelin, Roberto Navigli

Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Transfer

Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar

Learning Discriminative Representations for Open Relation Extraction with Instance Ranking and Label Calibration

Shusen Wang, Bin Duan, Yanan Wu, Yajing Xu

RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction

Shusen Wang, Bosen Zhang, Yajing Xu, Yanan Wu, Bo Xiao

A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank

Dan Malkin, Gabriel Stanovsky

RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction

Yuan Liang, Zhuoxuan Jiang, di yin, Bo Ren

What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured

Alexander Henlein, Alexander Mehler

Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data

Jamar L. Sullivan, Will Brackenbury, Andrew McNutt, Kevin Bryson, Kwam Byll, Yuxin Chen, Michael Littman, Chenhao Tan, Blase Ur

Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog

Chia-Chien Hung, Anne Lauscher, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš

Diagnosing Vision-and-Language Navigation: What Really Matters

Wanrong Zhu, Yuankai Qi, Pradyumna Narayana, Kazoo Sone, Sugato Basu, Xin Eric Wang, Qi Wu, Miguel Eckstein, William Yang Wang

JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering

Yueqing Sun, Qi Shi, Le Qi, Yu Zhang

Learn To Remember: Transformer with Recurrent Memory for Document-level Machine Translation

Yukun Feng, Feng Li, Ziang Song, Boyuan Zheng, Philipp Koehn

QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning

Zechen Li, Anders Søgaard

Semantically Informed Slang Interpretation

Zhewei Sun, Richard Zemel, Yang Xu

Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning

Jun ZHU, CELINE HUDELOT

Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset

Fengzhu ZENG, Wei Gao

Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training

Peide Zhu, Claudia Hauff

Demos

Towards Open-Domain Topic Classification

Hantian Ding, Jinrui Yang, Yuqian Deng, Hongming Zhang, Dan Roth

PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit

Hui Zhang, Tian Yuan, Junkun Chen, Xintong Li, Renjie Zheng, Yuxin Huang, Xiaojie Chen, Enlei Gong, Zeyu Chen, Xiaoguang Hu, Dianhai Yu, Yanjun Ma, Liang Huang

ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations

Oscar Sainz, Haoling Qiu, Oier Lopez de Lacalle, Eneko Agirre, Bonan Min

SETSUM: Summarization and Visualization of Student Evaluations of Teaching

Yinuo Hu, Shiyue Zhang, Viji Sathy, Abigail Panter, Mohit Bansal

Web-based Annotation Interface for Derivational Morphology

Lukáš Kyjánek

SentSpace: Large-scale Benchmarking and Evaluation of Text using Lexical, Syntactic, and Semantic Features

Greta Tuckute, Aalok Sathe, Mingye Wang, Harley Yoder, Cory Shain, Evelina Fedorenko

Tutorials

Tutorial: Self-supervised Representation Learning for Speech Processing

Hung-yi Lee, Abdelrahman Mohamed, Shinji Watanabe, Tara Sainath, Karen Livescu, Shang-Wen Li, Shu-wen Yang, Katrin Kirchhoff