Transactions of the Association for Computational Linguistics

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Home > Volumes > Vol 9 (2021)

Table of Contents

Reducing Confusion in Active Learning for Part-Of-Speech Tagging Aditi Chaudhary, Zaid Sheikh, Antonis Anastasopoulos, Graham Neubig

Article at MIT Press Presented at NAACL 2021 1-16

Revisiting Multi-Domain Machine Translation Minh Quang PHAM, Josep CREGO, François YVON

Article at MIT Press Presented at EACL 2021 17-35

Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci

Article at MIT Press Presented at ACL 2021 36-52

Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier

Article at MIT Press Presented at ACL 2021 53-68

Deciphering Undersegmented Ancient Scripts Using Phonetic Prior Jiaming Luo, Frederik Hartmann, Enrico Santus, Yuan Cao, Regina Barzilay

Article at MIT Press Presented at EACL 2021 69-81

Augmenting Transformers with KNN-Based Composite Memory for Dialog Angela Fan, Claire Gardent, Chloe Braud, Antoine Bordes

Presented at EACL 2021 Article at MIT Press 82-99

Modeling Content and Context with Deep Relational Learning Maria Leonor Pacheco, Dan Goldwasser

Article at MIT Press Presented at NAACL 2021 100-119

Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement Alireza Mohammadshahi, James Henderson

Presented at EACL 2021 120-138

On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs Adina Williams, Lawrence Wolf-Sonkin, Damian Blasi, Hanna Wallach, Ryan D Cotterell

Article at MIT Press Presented at EMNLP 2021 139-159

Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg

Article at MIT Press Presented at ACL 2021 160-175

KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang

Article at MIT Press Presented at ACL 2021 176-194

Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering Ben Bogin, Sanjay Subramanian, Matt Gardner, Jonathan Berant

Presented at NAACL 2021 Article at MIT Press 195-210

WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig

Presented at NAACL 2021 Article at MIT Press 211-225

Infusing Finetuning with Semantic Dependencies Zhaofeng Wu, Hao Peng, Noah Smith

Article at MIT Press Presented at ACL 2021 226-242

Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories Jakob Prange, Nathan Schneider, Vivek Srikumar

Presented at EACL 2021 Article at MIT Press 243-260

Morphology Matters: A Multilingual Language Modeling Analysis Hyunji Hayley Park, Katherine J. Zhang, Coleman Haley, Kenneth Steimel, Han Liu, Lane Schwartz

Article at MIT Press Presented at EACL 2021 261-276

Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, Mirella Lapata

Presented at NAACL 2021 Article at MIT Press 277-293

Aligning Faithful Interpretations with their Social Attribution Alon Jacovi, Yoav Goldberg

Article at MIT Press Presented at EMNLP 2021 294-310

EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints Weijia Xu, Marine Carpuat

Article at MIT Press Presented at ACL 2021 311-328

Sparse, Dense, and Attentional Representations for Text Retrieval Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins

Presented at NAACL 2021 Article at MIT Press 329-345

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant

Presented at NAACL 2021 Article at MIT Press 346-361

Adaptive Semiparametric Language Models Dani Yogatama, Cyprien de Masson d'Autume, Lingpeng Kong

Article at MIT Press 362-373

Unsupervised Learning of KB Queries in Task-Oriented Dialogs Dinesh Raghu, Nikhil Gupta, . Mausam

Article at MIT Press Presented at ACL 2021 374-390

SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri, Wojciech Kryscinski, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir Radev

Article at MIT Press Presented at ACL 2021 391-409

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages Edoardo M. Ponti, Ivan Vulić, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen

Presented at NAACL 2021 Article at MIT Press 410-428

An Error Analysis Framework for Shallow Surface Realisation Anastasia Shimorina, Claire Gardent, Yannick Parmentier

Presented at NAACL 2021 Article at MIT Press 429-446

Decontextualization: Making Sentences Stand-Alone Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins

Article at MIT Press 447-461

A Computational Framework for Slang Generation Zhewei Sun, Richard Zemel, Yang Xu

Article at MIT Press Presented at ACL 2021 462-478

Neural OCR Post-Hoc Correction of Historical Corpora Lijun Lyu, Maria Koutraki, Besnik Fetahu, Martin Krickl

Article at MIT Press Presented at ACL 2021 479-493

Iterative Paraphrastic Augmentation with Discriminative Span Alignment Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme

Article at MIT Press Presented at EMNLP 2021 494-509

Data-to-text Generation with Macro Planning Ratish Puduppully, Mirella Lapata

Presented at ACL 2021 Article at MIT Press 510–527

Optimizing over Subsequences Generates Context-Sensitive Languages Andrew Lamont

Presented at ACL 2021 Article at MIT Press 528–537

Dialogue State Tracking with Incremental Reasoning Lizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua

Presented at NAACL 2021 Article at MIT Press 557–569

Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers Lisa Anne Hendricks, John Mellor, Rosalia Schneider, Jean-Baptiste Alayrac, Aida Nematzadeh

Presented at ACL 2021 Article at MIT Press 570-585

Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition Abbas Ghaddar, Philippe Langlais, Ahmad Rashid, Mehdi Rezagholizadeh

Presented at ACL 2021 Article at MIT Press 586-604

There Once Was a Really Bad Poet, It Was Automated but You Didn’t Know It Jianyou Wang, Cynthia Rudin, Yuren Zhou, Chris Suh, Xiaoxuan Zhang

Presented at NAACL 2021 Article at MIT Press 605-620

Evaluating Document Coherence Modelling Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi

Presented at NAACL 2021 Article at MIT Press 621-640

Characterizing English Variation across Social Media Communities with BERT Li Lucy, David Bamman

Presented at NAACL 2021 Article at MIT Press 538–556

Self-supervised Regularization for Text Classification Meng Zhou, Zechen Li, Pengtao Xie

Presented at NAACL 2021 Article at MIT Press 641-656

Pretraining the Noisy Channel Model for Task-Oriented Dialogue Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom

Presented at ACL 2021 Article at MIT Press 657-674

Efficient Computation of Expectations under Spanning Tree Distributions Ran Zmigrod, Tim Vieira, Ryan Cotterell

Article at MIT Press Presented at EMNLP 2021 675-690

Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan

Article at MIT Press Presented at EMNLP 2021 691-706

Strong Equivalence of TAG and CCG Lena Katharina Schiffer, Andreas Maletti

Presented at ACL 2021 Article at MIT Press 707-720

Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes Yohan Jo, Seojin Bang, Chris Reed, Eduard Hovy

Presented at ACL 2021 Article at MIT Press 721-739

Revisiting Negation in Neural Machine Translation Gongbo Tang, Philipp Rönchen, Rico Sennrich, Joakim Nivre

Presented at ACL 2021 Article at MIT Press 70-755

Joint Universal Syntactic and Semantic Parsing Elias Stengel-Eskin, Kenton Murray, Sheng Zhang, Aaron Steven White, Benjamin Van Durme

Article at MIT Press Presented at EMNLP 2021 756-773

Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth

Presented at ACL 2021 Article at MIT Press 774-789

QED: A Framework and Dataset for Explanations in Question Answering Matthew Lamm, Jennimaria Palomaki, Chris Alberti, Daniel Andor, Eunsol Choi, Livio Baldini Soares, Michael Collins

Presented at ACL 2021 Article at MIT Press 790-806

SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao

Presented at ACL 2021 Article at MIT Press 907-824

Let’s Play Mono-Poly: BERT Can Reveal Words’ Polysemy Level and Partitionability into Senses Aina Garí Soler, Marianna Apidianaki

Presented at ACL 2021 Article at MIT Press 825-844

Gender Bias in Machine Translation Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Matteo Negri, Marco Turchi

Presented at ACL 2021 Article at MIT Press 845-874

Neural Event Semantics for Grounded Language Understanding Shyamal Buch, Li Fei-Fei, Noah Goodman

Presented at ACL 2021 Article at MIT Press 875-890

Sensitivity as a Complexity Measure for Sequence Classification Tasks Michael Hahn, Dan Jurafsky, Richard Futrell

Article at MIT Press Presented at EMNLP 2021 891-908

Neural Modeling for Named Entities and Morphology (NEMO^2) Dan Bareket, Reut Tsarfaty

Article at MIT Press 909-928

Relevance-guided Supervision for OpenQA with ColBERT Omar Khattab, Christopher Potts, Matei Zaharia

Presented at ACL 2021 Article at MIT Press 929-944

Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata

Article at MIT Press Presented at EMNLP 2021 945-961

How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig

Article at MIT Press Presented at EMNLP 2021 962-977

Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott

Article at MIT Press Presented at EMNLP 2021 978-994

Maintaining Common Ground in Dynamic Environments Takuma Udagawa, Akiko Aizawa

Article at MIT Press Presented at EMNLP 2021 995-1011

Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard Hovy, Hinrich Schütze, Yoav Goldberg

Presented at EMNLP 2021 Article at MIT Press 1012-1031

Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study Xiangyang Mou, Chenghao Yang, Mo Yu, Bingsheng Yao, Xiaoxiao Guo, Saloni Potdar, Hui Su

Article at MIT Press Presented at NAACL 2022 1032-1046

Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand? William Cooper Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith

Presented at EMNLP 2021 Article at MIT Press 1047–1060

Compressing Large-Scale Transformer-Based Models: A Case Study on BERT Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad, Preslav Nakov, Deming Chen, Marianne Winslett

Article at MIT Press Presented at ACL 2022 1061-1080

He Thinks He Knows Better than the Doctors: BERT for Event Factuality Fails on Pragmatics Nanjiang Jiang, Marie-Catherine de Marneffe

Article at MIT Press Presented at NAACL 2022 1081–1097

PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, Sebastian Riedel

Presented at EMNLP 2021 Article at MIT Press 1098–1115

MasakhaNER: Named Entity Recognition for African Languages David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Hassan Muhammad, Chris Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jesujoba Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Andre Rubungo Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Ijeoma Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Abiodun Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane Mboup, Dibora Haile, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing K. Sibanda, Orevaoghene Ahia, Bonaventure Dossou, Kelechi Ogueji, Thierno Ibrahima Diop, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei

Presented at EMNLP 2021 Article at MIT Press 1116–1131

A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods Daniel Deutsch, Rotem Dror, Dan Roth

Presented at EMNLP 2021 Article at MIT Press 1132-1146

ParsiNLU: A Suite of Language Understanding Challenges for Persian Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh

Presented at EMNLP 2021 Article at MIT Press 1147-1162

What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition Piotr Zelasko, Raghavendra Pappagari, Najim Dehak

Article at MIT Press 1163-1179

Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication Gašper Beguš

Presented at EMNLP 2021 Article at MIT Press 1180-1196

Memory-Based Semantic Parsing Parag Jain, Mirella Lapata

Presented at EMNLP 2021 Article at MIT Press 1197–1212

Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan, Lu Wang, Irwin King

Presented at EMNLP 2021 Article at MIT Press 1213–1232

On the Difficulty of Translating Free-Order Case-Marking Languages Arianna Bisazza, Stephan Sportel, Ahmet Ustun

Presented at EMNLP 2021 Article at MIT Press 1233–1248

Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Paula Czarnowska, Yogarshi Vyas, Kashif Shah

Article at MIT Press Presented at ACL 2022 1249–1267

Structured Self-Supervised Pretraining for Commonsense Knowledge Graph Completion Jiayuan Huang, Yangkai Du, Shuting Tao, Kun Xu, Pengtao Xie

Article at MIT Press 1268–1284

Lexically-Aware Semi-Supervised Learning for OCR Post-Correction Shruti Rijhwani, Daisy Rosenblum, Antonios Anastasopoulos, Graham Neubig

Presented at EMNLP 2021 Article at MIT Press 1285–1302

Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior Noriyuki Kojima, Alane Suhr, Yoav Artzi

Presented at EMNLP 2021 Article at MIT Press 1303–1319

Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss Thomas Effland, Michael Collins

Presented at EMNLP 2021 Article at MIT Press 1320–1335

On Generative Spoken Language Modeling from Raw Audio Kushal Lakhotia, Evgeny Kharitonov, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Benjamin Bolte, Tu-Anh Nguyen, Jade Copet, Alexei Baevski, Abdelrahman Mohamed, Emmanuel Dupoux

Presented at EMNLP 2021 Article at MIT Press 1336–1354

Model Compression for Domain Adaptation through Causal Effect Estimation Guy Rotman, Amir Feder, Roi Reichart

Presented at EMNLP 2021 Article at MIT Press 1355–1373

A Biologically Plausible Parser Daniel Mitropolsky, Michael Collins, Christos Papadimitriou

Article at MIT Press Presented at ACL 2022 1374–1388

MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre, Yi Lu, Joachim Daiber

Presented at EMNLP 2021 Article at MIT Press 1389–1406

Erratum: Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard Hovy, Hinrich Schütze, Yoav Goldberg

Article at MIT Press 1407

Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick, Sahana Udupa, Hinrich Schütze

Article at MIT Press Presented at ACL 2022 1408-1424

Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity Juri Opitz, Anette Frank, Angel Daza

Article at MIT Press Presented at ACL 2022 1425-1441

Differentiable Subset Pruning of Transformer Heads Jiaoda Li, Ryan Cotterell, Mrinmaya Sachan

Presented at EMNLP 2021 Article at MIT Press 1442-1459

Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation Markus Freitag, George Foster, David Grangier, Viresh Ratnakar, Qijun Tan, Wolfgang Macherey

Article at MIT Press Presented at ACL 2022 1460-1474

Planning with Learned Entity Prompts for Abstractive Summarization Shashi Narayan, Yao Zhao, Joshua Maynez, Gonçalo Simões, Vitaly Nikolaev, Ryan McDonald

Article at MIT Press Presented at ACL 2022 1475-1492

Instance-Based Dependency Parsing Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Masashi Yoshikawa, Kentaro Inui

Article at MIT Press Presented at ACL 2022 1493-1507

Explanation-Based Human Debugging of NLP Models: A Survey” Piyawat Lertvittayakumjorn, Francesca Toni

Article at MIT Press Presented at NAACL 2022 1508-1528

Quantifying Cognitive Factors in Lexical Decline David Francis, Ella Rabinovich, Samir Farhan, David Mortensen, Suzanne Stevenson

Article at MIT Press Presented at ACL 2022 1529-1545

Idiomatic Expression Identification using Semantic Compatibility” Ziheng Zeng, Suma Bhat

Article at MIT Press 1546-1562

Word Representation Learning in Multimodal Pre-Trained Transformers: An Intrinsic Evaluation Sandro Pezzelle, Ece Takmaz, Raquel Fernández

Article at MIT Press Presented at ACL 2022 1563-1579