Transactions of the Association for Computational Linguistics

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Home > Volumes > Vol 10 (2022)

Table of Contents

Word Acquisition in Neural Language Models Tyler A Chang, Benjamin K Bergen

Article at MIT Press Presented at ACL 2022 1-16

Decomposing and Recomposing Event Structure William Andrew Horsley Gantt, Lelia Glass, Aaron Steven White

Article at MIT Press Presented at ACL 2022 17-34

FeTaQA: Free-form Table Question Answering Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Lin, Neha Verma, Rui Zhang, Wojciech Kryściński, Hailey Schoelkopf, Riley Kong, Xiangru Tang, Mutethia Mutuma, Benjamin Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir Radev

Article at MIT Press Presented at ACL 2022 35-49

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Auguste Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Ortiz Suarez, Iroro Fred Ọ̀nọ̀mẹ̀ Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure Femi Pancrace Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Ballı, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi

Remote Article at MIT Press Presented at ACL 2022 50-72

CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting

Article at MIT Press Presented at ACL 2022 73-91

Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations Aida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran

Article at MIT Press Presented at ACL 2022 92-110

Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition Mor Geva, Tomer Wolfson, Jonathan Berant

Article at MIT Press Presented at ACL 2022 111-126

Out-of-Domain Discourse Dependency Parsing via Bootstrapping: An Empirical Analysis on Its Effectiveness and Limitation Noriki Nishida, Yuji Matsumoto

Remote Article at MIT Press Presented at ACL 2022 127-144

Samanantar: The Largest Publicly Available Parallel Corpora Collection For 11 Indic Languages Gowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, Mayank Jobanputra, Raghavan AK, Ajitesh Sharma, Sujit Sahoo, Harshita Diddee, Mahalakshmi J, Divyanshu Kakwani, Navneet Kumar, Aswin Pradeep, Srihari Nagaraj, Kumar Deepak, Vivek Raghavan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Shantadevi Khapra

Article at MIT Press Presented at ACL 2022 145-162

SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban, Tobias Schnabel, Paul Bennett, Marti Hearst

Article at MIT Press Presented at ACL 2022 163-177

A Survey on Automated Fact-Checking Zhijiang Guo, Michael Sejr Schlichtkrull, Andreas Vlachos

Article at MIT Press Presented at ACL 2022 178-206

Predicting Document Coverage for Relation Extraction Sneha Singhania, Simon Razniewski, Gerhard Weikum

Presented at ACL 2022 Article at MIT Press 207-223

ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney, Sergey Feldman, Nazli Goharian, Doug Downey, Arman Cohan

Presented at ACL 2022 Article at MIT Press 223-239

Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference Yufei Feng, Xiaoyu Yang, Xiaodan Zhu, Michael Greenspan

Presented at ACL 2022 Article at MIT Press 240-256

Time-Aware Language Models as Temporal Knowledge Bases Bhuwan Dhingra, Jeremy Cole, Julian Eisenschlos, Daniel Gillick, Jacob Eisenstein, William Cohen

Presented at ACL 2022 Article at MIT Press 257-273

Multilingual Autoregressive Entity Linking Nicola De Cao, Ledell Wu, Kashyap Popat, Mikel Artetxe, Naman Goyal, Mikhail Plekhanov, Luke Zettlemoyer, Nicola Cancedda, Sebastian Riedel, Fabio Petroni

Presented at ACL 2022 Article at MIT Press 274-290

ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel

Presented at ACL 2022 Article at MIT Press 291–306

Designing an Automatic Agent for Repeated Language based Persuasion Games Maya Raifer, Guy Rotman, Reut Apel, Moshe Tennenholtz, Roi Reichart

Presented at ACL 2022 Article at MIT Press 307–324

Towards General Natural Language Understanding with Probabilistic Worldbuilding Abulhair Saparov, Tom Mitchell

Presented at ACL 2022 Article at MIT Press 325–342

A Multi-Level Optimization Framework for End-to-End Text Augmentation Sai Ashish Somayajula, Pengtao Xie, Linfeng Song

Article at MIT Press 343–358

Evaluating Explanations: How Much do Explanations from the Teacher aid Students? Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen

Presented at ACL 2022 Article at MIT Press 359–375

VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups Zejiang Shen, Kyle Lo, Lucy Lu Wang, Bailey Kuehl, Daniel Sabey Weld, Doug Downey

Presented at ACL 2022 Article at MIT Press 376–392

Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation Zoey Liu, Emily Prud'hommeaux

Article at MIT Press Presented at NAACL 2022 393–413

PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Eyal Ben-David, Nadav Oved, Roi Reichart

Presented at ACL 2022 Article at MIT Press 414–433

LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation Jian Guan, Zhuoer Feng, Yamei Chen, Ruilin He, Xiaoxi Mao, Changjie Fan, Minlie Huang

Presented at ACL 2022 Article at MIT Press 434–451

Czech Grammar Error Correction with a Large and Diverse Corpus Jakub Náplava, Milan Straka, Jana Straková, Alexandr Rosen

Article at MIT Press Presented at NAACL 2022 452–467

TopiOCQA: Open-domain Conversational Question Answering with Topic Switching Vaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman, Harm de Vries, Siva Reddy

Presented at ACL 2022 Article at MIT Press 468–483

A Neighbourhood Framework for Resource-Lean Content Flagging Sheikh Muhammad Sarwar, Dimitrina Zlatkova, Momchil Hardalov, Yoan Dinkov, Isabelle Augenstein, Preslav Nakov

Presented at ACL 2022 Article at MIT Press 484–502

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulić, Iryna Gurevych

Presented at ACL 2022 Article at MIT Press 503–521

The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Naman Goyal, Cynthia Gao, Vishrav Chaudhary, Peng-Jen Chen, Guillaume Wenzek, Da Ju, Sanjana Krishnan, Marc’Aurelio Ranzato, Francisco Guzmán, Angela Fan

Presented at ACL 2022 Article at MIT Press 522–538

MuSiQue: Multi-hop Questions via Single-hop Question Composition Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal

Presented at NAACL 2022 Article at MIT Press 539–554

Relational Memory Augmented Language Models Qi Liu, Dani Yogatama, Phil Blunsom

Presented at ACL 2022 Article at MIT Press 555–572

Sentence Similarity Based on Contexts Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan

Presented at ACL 2022 Article at MIT Press 573-588

It’s not Rocket Science: Interpreting Figurative Language in Narratives Tuhin Chakrabarty, Yejin Choi, Vered Shwartz

Presented at ACL 2022 Article at MIT Press 589-606

Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference Bangzheng Li, Wenpeng Yin, Muhao Chen

Presented at NAACL 2022 Article at MIT Press 607-622

Document Summarization with Latent Queries Yumo Xu, Mirella Lapata

Presented at ACL 2022 Article at MIT Press 623-638

End-to-end Argument Mining with Cross-corpora Multi-task Learning Gaku Morio, Hiroaki Ozaki, Terufumi Morishita, Kohsuke Yanai

Presented at ACL 2022 Article at MIT Press 639-658

Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning Vivek Gupta, Riyaz A. Bhat, Atreya Ghosal, Manish Shrivastava, Maneesh K. Singh, Vivek Srikumar

Presented at ACL 2022 Article at MIT Press 659–679

Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression Yuxia Wang, Daniel Beck, Karin Verspoor, Timothy Baldwin

Presented at NAACL 2022 Article at MIT Press 680–696

Data-to-text Generation with Variational Sequential Planning Ratish Puduppully, Yao Fu, Mirella Lapata

Article at MIT Press Presented at EMNLP 2022 697–715

True Few-Shot Learning With Prompts – A Real-World Perspective Timo Schick, Hinrich Schütze

Article at MIT Press Presented at EMNLP 2022 716–731

Heterogeneous Supervised Topic Models Dhanya Sridhar, Hal Daume III, David Blei

Presented at NAACL 2022 Article at MIT Press 732–745

Fact Checking with Insufficient Evidence Pepa Kostadinova Atanasova, Jakob Simonsen, Christina Lioma, Isabelle Augenstein

Presented at NAACL 2022 Article at MIT Press 746–763

Text-based NP Enrichment Yanai Elazar, Victoria Basmov, Yoav Goldberg, Reut Tsarfaty

Presented at NAACL 2022 Article at MIT Press 764–784

Minimum Description Length Recurrent Neural Networks Nur Lan, Michal Geyer, Emmanuel Chemla, Roni Katzir

Article at MIT Press 785–799

Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity Yiding Hao, Dana Angluin, Robert Frank

Presented at NAACL 2022 Article at MIT Press 800–810

High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics Markus Freitag, David Grangier, Qijun Tan, Bowen Liang

Presented at NAACL 2022 Article at MIT Press 811–825

Generate, Annotate, and Learn: NLP with Synthetic Text Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi

Article at MIT Press Presented at EMNLP 2022 826–842

Saturated Transformers are Constant-Depth Threshold Circuits William Cooper Merrill, Ashish Sabharwal, Noah A. Smith

Article at MIT Press Presented at EMNLP 2022 843–856

Reducing Conversational Agents' Overconfidence through Linguistic Calibration Sabrina J Mielke, Arthur Szlam, Emily Dinan, Y-Lan Boureau

Presented at NAACL 2022 Article at MIT Press 857–872

A Survey of Text Games for Reinforcement Learning Informed by Natural Language Philip Osborne, Heido Nomm, Andre Freitas

Article at MIT Press Presented at EACL 2023 873–887

Dependency Parsing with Backtracking using Deep Reinforcement Learning Franck Dary, Maxime Petit, Alexis Nasr

Article at MIT Press Presented at EMNLP 2022 888–903

Temporal Effects on Pre-trained Models for Language Processing Tasks Oshin Agarwal, Ani Nenkova

Article at MIT Press 904–921

Learning English with Peppa Pig Mitja Nikolaus, Afra Alishahi, Grzegorz Chrupała

Article at MIT Press Presented at EMNLP 2022 922–936

Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui, Rahul Aralikatte, Heather Lent, Daniel Hershcovich

Article at MIT Press Presented at EMNLP 2022 937–955

Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik, Jill Lehman, Carolyn Rose

Article at MIT Press 956–980

How to Dissect a Muppet: The Structure of Transformer Embedding Spaces Timothee Mickus, Denis Paperno, Mathieu Constant

Article at MIT Press Presented at EACL 2023 981–996

On Decoding Strategies for Neural Text Generators Clara Isabel Meister, Gian Wiher, Ryan Cotterell

Article at MIT Press 997–1012

ProoFVer: Natural Logic Theorem Proving for Fact Verification Amrith Krishna, Sebastian Riedel, Andreas Vlachos

Article at MIT Press Presented at EMNLP 2022 1013–1030

Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations Arabella Jane Sinclair, Jaap Jumelet, Willem Zuidema, Raquel Fernandez

Article at MIT Press Presented at EMNLP 2022 1031–1050

DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Salah Zaiem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux

Article at MIT Press 1051–1065

Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri, Hannah Rashkin, Tal Linzen, David Reitter

Article at MIT Press Presented at EMNLP 2022 1066–1083

Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights Anthony Sicilia, Tristan Maidment, Pat Healy, Malihe Alikhani

Article at MIT Press Presented at EMNLP 2022 1084–1102

Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference Mokanarangan Thayaparan, Marco Valentino, Deborah Ferreira, Julia Rozanova, Andre Freitas

Article at MIT Press Presented at EMNLP 2022 1103–1119

Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions Ziheng Zeng, Suma Bhat

Article at MIT Press 1120-1137

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond Amir Feder, Katherine Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret Roberts, Brandon Stewart, Victor Veitch, Diyi Yang

Article at MIT Press Presented at EMNLP 2022 1138-1158

Learning Fair Representations via Rate-Distortion Maximization Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

Article at MIT Press Presented at EMNLP 2022 1159-1174

Robust Dialogue State Tracking with Weak Supervision and Sparse Data Michael Heck, Nurul Lubis, Carel van Niekerk, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Milica Gašić

Article at MIT Press 1175–1192

Unit Testing for Concepts in Neural Networks Charles Lovering, Ellie Pavlick

Article at MIT Press Presented at EMNLP 2022 1193–1208

Multi-task Active Learning for Pre-trained Transformer-based Models Guy Rotman, Roi Reichart

Article at MIT Press Presented at EMNLP 2022 1209–1228

Template-based Abstractive Microblog Opinion Summarisation Iman Munire Bilal, Bo Wang, Adam Tsakalidis, Dong Nguyen, Rob Procter, Maria Liakata

Article at MIT Press Presented at EMNLP 2022 1229–1248

Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation Zejiang Hou, Julian Salazar, George Polovets

Article at MIT Press Presented at EMNLP 2022 1249–1265

Compositional Evaluation on Japanese Textual Entailment and Similarity Hitomi Yanaka, Koji Mineshima

Article at MIT Press 1266–1284

Neuron-level Interpretation of Deep NLP Models: A Survey Hassan Sajjad, Nadir Durrani, Fahim Dalvi

Article at MIT Press 1285–1303

A Survey on Cross-Lingual Summarization Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li, Jianfeng Qu, Jie Zhou

Presented at EMNLP 2022 Article at MIT Press 1304–1323

An End-to-End Contrastive Self-Supervised Learning Framework for Language Understanding Hongchao Fang, Pengtao Xie

Article at MIT Press 1324–1340

Draw Me a Flower: Processing and Grounding Abstraction in Natural Language Royi Lachmy, Valentina Pyatkin, Avshalom Manevich, Reut Tsarfaty

Presented at EMNLP 2022 Article at MIT Press 1341–1356

Investigating Reasons for Disagreement in Natural Language Inference Nanjiang Jiang, Marie-Catherine de Marneffe

Presented at EMNLP 2022 Article at MIT Press 1357–1374

The Emergence of Argument Structure in Artificial Languages Tom Bosc, Pascal Vincent

Article at MIT Press 1375–1391

Scientia Potentia Est -- On the Role of Knowledge in Computational Argumentation Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavaš

Article at MIT Press 1392–1422

Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale Laurent Sartran, Samuel Barrett, Adhiguna Kuncoro, Miloš Stanojević, Phil Blunsom, Chris Dyer

Presented at EMNLP 2022 Article at MIT Press 1423–1439

Explainable Abuse Detection as Intent Classification and Slot Filling Agostina Calabrese, Björn Ross, Mirella Lapata

Article 1440–1454

Morphology Without Borders: Clause-Level Morphology Omer Goldman, Reut Tsarfaty

Presented at EMNLP 2022 Article at MIT Press 1455–1472

FaithDial: A Faithful Benchmark for Information-Seeking Dialogue Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaiane, Mo Yu, Edoardo M. Ponti, Siva Reddy

Article at MIT Press Remote 1473–1490