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ORCIDTransactions 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
, Enrico Santus, Yuan Cao, Regina Barzilay:
Deciphering Undersegmented Ancient Scripts Using Phonetic Prior. 69-81 - Angela Fan, Claire Gardent, Chloé Braud, Antoine Bordes:
Augmenting Transformers with KNN-Based Composite Memory for Dialog. 82-99 - Maria Leonor Pacheco, Dan Goldwasser:
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, Juanzi Li, Jian Tang:
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, Nathan Schneider, Vivek Srikumar:
Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories. 243-260 - Hyunji Hayley Park, Katherine J. Zhang, Coleman Haley, Kenneth Steimel, Han Liu, Lane Schwartz:
Morphology Matters: A Multilingual Language Modeling Analysis. 261-276 - Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, Mirella Lapata:
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, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme:
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, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua:
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, Eduard H. Hovy:
Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes. 721-739 - Gongbo Tang, Philipp Rönchen, Rico Sennrich, Joakim Nivre:
Revisiting Negation in Neural Machine Translation. 70-755 - Elias Stengel-Eskin, Kenton W. Murray, Sheng Zhang, Aaron Steven White, Benjamin Van Durme:
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, Marco Gaido, Luisa Bentivogli, Matteo Negri, Marco Turchi:
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, Dan Jurafsky, Richard Futrell:
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, Junichiro Mori, Danushka Bollegala, Ichiro Sakata:
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, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott:
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, Hinrich Schütze, Yoav Goldberg:
Measuring and Improving Consistency in Pretrained Language Models. 1012-1031 - Xiangyang Mou, Chenghao Yang, Mo Yu, Bingsheng Yao, Xiaoxiao Guo, Saloni Potdar, Hui Su:
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, Preslav Nakov, Deming Chen, Marianne Winslett:
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, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, Sebastian Riedel:
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, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jesujoba O. Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin P. Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane Mboup, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing K. Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima Diop, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei:
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, 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:
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, Kun Xu, Pengtao Xie:
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, Hinrich Schütze, Yoav Goldberg:
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, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Masashi Yoshikawa, Kentaro Inui:
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, Suzanne Stevenson:
Quantifying Cognitive Factors in Lexical Decline. 1529-1545 - Ziheng Zeng, Suma Bhat:
Idiomatic Expression Identification using Semantic Compatibility. 1546-1562 - Sandro Pezzelle, Ece Takmaz, Raquel Fernández:
Word Representation Learning in Multimodal Pre-Trained Transformers: An Intrinsic Evaluation. 1563-1579
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