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Transactions of the Association for Computational Linguistics, Volume 9
Volume 9, 2021
- Aditi Chaudhary, Zaid Sheikh, Antonis Anastasopoulos
, Graham Neubig:
Reducing Confusion in Active Learning for Part-Of-Speech Tagging. 1-16 - Minh Quang Pham, Josep Maria Crego, François Yvon:
Revisiting Multi-Domain Machine Translation. 17-35 - Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci:
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management. 36-52 - Aurko Roy, Mohammad Saffar, Ashish Vaswani, David Grangier:
Efficient Content-Based Sparse Attention with Routing Transformers. 53-68 - Jiaming Luo, Frederik Hartmann
Deciphering Undersegmented Ancient Scripts Using Phonetic Prior. 69-81 - Angela Fan, Claire Gardent, Chloé Braud
Augmenting Transformers with KNN-Based Composite Memory for Dialog. 82-99 - Maria Leonor Pacheco
Modeling Content and Context with Deep Relational Learning. 100-119 - Alireza Mohammadshahi, James Henderson
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement. 120-138 - Adina Williams, Lawrence Wolf-Sonkin, Damián E. Blasi, Hanna M. Wallach, Ryan Cotterell:
On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs. 139-159 - Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg:
Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals. 160-175 - Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation. 176-194 - Ben Bogin, Sanjay Subramanian, Matt Gardner, Jonathan Berant:
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering. 195-210 - Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig:
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization. 211-225 - Zhaofeng Wu, Hao Peng, Noah A. Smith:
Infusing Finetuning with Semantic Dependencies. 226-242 - Jakob Prange
Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories. 243-260 - Hyunji Hayley Park, Katherine J. Zhang
Morphology Matters: A Multilingual Language Modeling Analysis. 261-276 - Stefanos Angelidis
Extractive Opinion Summarization in Quantized Transformer Spaces. 277-293 - Alon Jacovi, Yoav Goldberg:
Aligning Faithful Interpretations with their Social Attribution. 294-310 - Weijia Xu, Marine Carpuat:
EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints. 311-328 - Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins:
Sparse, Dense, and Attentional Representations for Text Retrieval. 329-345 - Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant:
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies. 346-361 - Dani Yogatama, Cyprien de Masson d'Autume, Lingpeng Kong:
Adaptive Semiparametric Language Models. 362-373 - Dinesh Raghu, Nikhil Gupta, Mausam:
Unsupervised Learning of KB Queries in Task-Oriented Dialogs. 374-390 - Alexander R. Fabbri, Wojciech Kryscinski, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir R. Radev:
SummEval: Re-evaluating Summarization Evaluation. 391-409 - Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen:
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. 410-428 - Anastasia Shimorina, Claire Gardent, Yannick Parmentier:
An Error Analysis Framework for Shallow Surface Realisation. 429-446 - Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, Tom Kwiatkowski, Dipanjan Das, Michael Collins:
Decontextualization: Making Sentences Stand-Alone. 447-461 - Zhewei Sun, Richard S. Zemel, Yang Xu:
A Computational Framework for Slang Generation. 462-478 - Lijun Lyu, Maria Koutraki, Besnik Fetahu, Martin Krickl:
Neural OCR Post-Hoc Correction of Historical Corpora. 479-493 - Ryan Culkin, J. Edward Hu
Iterative Paraphrastic Augmentation with Discriminative Span Alignment. 494-509 - Ratish Puduppully, Mirella Lapata:
Data-to-text Generation with Macro Planning. 510-527 - Andrew Lamont:
Optimizing over Subsequences Generates Context-Sensitive Languages. 528-537 - Li Lucy, David Bamman:
Characterizing English Variation across Social Media Communities with BERT. 538-556 - Lizi Liao
Dialogue State Tracking with Incremental Reasoning. 557-569 - Lisa Anne Hendricks, John Mellor, Rosalia Schneider, Jean-Baptiste Alayrac, Aida Nematzadeh:
Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers. 570-585 - Abbas Ghaddar, Philippe Langlais, Ahmad Rashid, Mehdi Rezagholizadeh:
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition. 586-604 - Jianyou Wang, Cynthia Rudin, Yuren Zhou, Christopher Suh, Xiaoxuan Zhang:
There Once Was a Really Bad Poet, It Was Automated but You Didn't Know It. 605-620 - Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi
Evaluating Document Coherence Modelling. 621-640 - Meng Zhou, Zechen Li, Pengtao Xie:
Self-supervised Regularization for Text Classification. 641-656 - Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom:
Pretraining the Noisy Channel Model for Task-Oriented Dialogue. 657-674 - Ran Zmigrod, Tim Vieira, Ryan Cotterell:
Efficient Computation of Expectations under Spanning Tree Distributions. 675-690 - Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan:
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes. 691-706 - Lena Katharina Schiffer, Andreas Maletti:
Strong Equivalence of TAG and CCG. 707-720 - Yohan Jo, Seojin Bang, Chris Reed
Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes. 721-739 - Gongbo Tang
Revisiting Negation in Neural Machine Translation. 70-755 - Elias Stengel-Eskin, Kenton W. Murray, Sheng Zhang, Aaron Steven White
Joint Universal Syntactic and Semantic Parsing. 756-773 - Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth:
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary. 774-789 - Matthew Lamm, Jennimaria Palomaki, Chris Alberti, Daniel Andor, Eunsol Choi, Livio Baldini Soares, Michael Collins:
QED: A Framework and Dataset for Explanations in Question Answering. 790-806 - Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao:
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching. 907-824 - Aina Garí Soler, Marianna Apidianaki
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses. 825-844 - Beatrice Savoldi
Gender Bias in Machine Translation. 845-874 - Shyamal Buch, Li Fei-Fei, Noah D. Goodman:
Neural Event Semantics for Grounded Language Understanding. 875-890 - Michael Hahn
Sensitivity as a Complexity Measure for Sequence Classification Tasks. 891-908 - Dan Bareket, Reut Tsarfaty:
Neural Modeling for Named Entities and Morphology (NEMO2). 909-928 - Omar Khattab, Christopher Potts, Matei Zaharia
Relevance-guided Supervision for OpenQA with ColBERT. 929-944 - Masaru Isonuma
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance. 945-961 - Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig:
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering. 962-977 - Emanuele Bugliarello
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs. 978-994 - Takuma Udagawa, Akiko Aizawa:
Maintaining Common Ground in Dynamic Environments. 995-1011 - Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy
Measuring and Improving Consistency in Pretrained Language Models. 1012-1031 - Xiangyang Mou
Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study. 1032-1046 - William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? 1047-1060 - Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. 1061-1080 - Nanjiang Jiang, Marie-Catherine de Marneffe:
He Thinks He Knows Better than the Doctors: BERT for Event Factuality Fails on Pragmatics. 1081-1097 - Patrick S. H. Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them. 1098-1115 - David Ifeoluwa Adelani, Jade Z. 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 Chinenye Emezue, Joyce Nakatumba-Nabende
MasakhaNER: Named Entity Recognition for African Languages. 1116-1131 - Daniel Deutsch, Rotem Dror, Dan Roth:
A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods. 1132-1146 - Daniel Khashabi, Arman Cohan
ParsiNLU: A Suite of Language Understanding Challenges for Persian. 1147-1162 - Piotr Zelasko, Raghavendra Pappagari, Najim Dehak
What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition. 1163-1179 - Gasper Begus
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication. 1180-1196 - Parag Jain, Mirella Lapata:
Memory-Based Semantic Parsing. 1197-1212 - Hou Pong Chan, Lu Wang, Irwin King
Controllable Summarization with Constrained Markov Decision Process. 1213-1232 - Arianna Bisazza, Ahmet Üstün, Stephan Sportel
On the Difficulty of Translating Free-Order Case-Marking Languages. 1233-1248 - Paula Czarnowska, Yogarshi Vyas, Kashif Shah:
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics. 1249-1267 - Jiayuan Huang, Yangkai Du, Shuting Tao
Structured Self-Supervised Pretraining for Commonsense Knowledge Graph Completion. 1268-1284 - Shruti Rijhwani, Daisy Rosenblum, Antonios Anastasopoulos, Graham Neubig:
Lexically Aware Semi-Supervised Learning for OCR Post-Correction. 1285-1302 - Noriyuki Kojima, Alane Suhr, Yoav Artzi:
Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior. 1303-1319 - Thomas Effland, Michael Collins:
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss. 1320-1335 - Guy Rotman, Amir Feder, Roi Reichart:
Model Compression for Domain Adaptation through Causal Effect Estimation. 1355-1373 - Shayne Longpre, Yi Lu, Joachim Daiber:
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering. 1389-1406 - Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy
Erratum: Measuring and Improving Consistency in Pretrained Language Models. 1407 - Timo Schick, Sahana Udupa, Hinrich Schütze:
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP. 1408-1424 - Juri Opitz, Angel Daza, Anette Frank:
Weisfeiler-Leman in the Bamboo: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity. 1425-1441 - Jiaoda Li, Ryan Cotterell, Mrinmaya Sachan:
Differentiable Subset Pruning of Transformer Heads. 1442-1459 - Markus Freitag, George F. Foster, David Grangier, Viresh Ratnakar, Qijun Tan, Wolfgang Macherey:
Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation. 1460-1474 - Shashi Narayan, Yao Zhao, Joshua Maynez, Gonçalo Simões, Vitaly Nikolaev, Ryan T. McDonald:
Planning with Learned Entity Prompts for Abstractive Summarization. 1475-1492 - Hiroki Ouchi, Jun Suzuki
Instance-Based Neural Dependency Parsing. 1493-1507 - Piyawat Lertvittayakumjorn, Francesca Toni
Explanation-Based Human Debugging of NLP Models: A Survey. 1508-1528 - David Francis, Ella Rabinovich, Farhan Samir, David R. Mortensen
Quantifying Cognitive Factors in Lexical Decline. 1529-1545 - Ziheng Zeng, Suma Bhat
Idiomatic Expression Identification using Semantic Compatibility. 1546-1562 - Sandro Pezzelle
Word Representation Learning in Multimodal Pre-Trained Transformers: An Intrinsic Evaluation. 1563-1579
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