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 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 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 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

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

Presented at NAACL 2021 Article at MIT Press 538–556

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

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 675-690