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Transactions of the Association for Computational Linguistics (TACL) 2021 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2021 that our library holds (publisher: The MIT Press): 30 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

 93works that year 30works in our library 4,886citations of these works

All works of the year (93)

The most cited first; 30 with our summary link to their page here, the others to the original.

  1. A Biologically Plausible ParserDaniel Mitropolsky, Michael J. Collins, Christos H. Papadimitriou
  2. A Computational Framework for Slang GenerationZhewei Sun, Richard Zemel, Yang Xu
  3. A Statistical Analysis of Summarization Evaluation Metrics Using Resampling MethodsDaniel Deutsch, Rotem Dror, Dan Rothour summary
  4. Adaptive Semiparametric Language ModelsDani Yogatama, Cyprien de Masson d'Autume, Lingpeng Kong
  5. Aligning Faithful Interpretations with their Social AttributionAlon Jacovi, Yoav Goldbergour summary
  6. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsYanai Elazar, Shauli Ravfogel, Alon Jacovi et al.our summary
  7. An Error Analysis Framework for Shallow Surface RealizationAnastasia Shimorina, Yannick Parmentier, Claire Gardentour summary
  8. Augmenting Transformers with KNN-Based Composite Memory for DialogAngela Fan, Claire Gardent, Chloé Braud et al.
  9. Characterizing English Variation across Social Media Communities with BERTLi Lucy, David Bamman
  10. Classifying Argumentative Relations Using Logical Mechanisms and Argumentation SchemesYohan Jo, Seojin Bang, Chris Reed et al.
  11. Compressing Large-Scale Transformer-Based Models: A Case Study on BERTPrakhar Ganesh, Yao Chen, Xin Lou et al.our summary
  12. Context-aware Adversarial Training for Name Regularity Bias in Named Entity RecognitionAbbas Ghaddar, Philippe Langlais, Ahmad Rashid et al.
  13. Continual Learning for Grounded Instruction Generation by Observing Human Following BehaviorNoriyuki Kojima, Alane Suhr, Yoav Artzi
  14. Controllable Summarization with Constrained Markov Decision ProcessHou Pong Chan, Lu Wang, Irwin King
  15. Conversation Graph: Data Augmentation, Training, and Evaluation for Non-Deterministic Dialogue ManagementMilan Gritta, Gerasimos Lampouras, Ignacio Iacobacci
  16. Data-to-text Generation with Macro PlanningRatish Puduppully, Mirella Lapataour summary
  17. Deciphering Undersegmented Ancient Scripts Using Phonetic PriorJiaming Luo, Frederik Hartmann, Enrico Santus et al.our summary
  18. Decontextualization: Making Sentences Stand-AloneEunsol Choi, Jennimaria Palomaki, Matthew Lamm et al.our summary
  19. Decoupling the Role of Data, Attention, and Losses in Multimodal TransformersLisa Anne Hendricks, John Mellor, Rosalia Schneider et al.
  20. Dialogue State Tracking with Incremental ReasoningLizi Liao, Le Hong Long, Yunshan Ma et al.
  21. Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning StrategiesMor Geva, Daniel Khashabi, Elad Segal et al.
  22. Differentiable Subset Pruning of Transformer HeadsJiaoda Li, Ryan Cotterell, Mrinmaya Sachan
  23. EDITOR: An Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical ConstraintsWeijia Xu, Marine Carpuat
  24. Efficient Computation of Expectations under Spanning Tree DistributionsRan Zmigrod, Tim Vieira, Ryan Cotterell
  25. Efficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani et al.

See all 93 papers in Transactions of the Association for Computational Linguistics (TACL) 2021 — papers →

 Works with our summary in our library (30)

The most cited first (OpenAlex citations plus our library's).

  1. Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine TranslationMarkus Freitag, George Foster, David Grangier, et al.2021 · 660 citations
  2. Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 501 citations
  3. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
  4. MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
  5. Gender Bias in Machine TranslationBeatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
  6. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
  7. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsYanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 241 citations
  8. Compressing Large-Scale Transformer-Based Models: A Case Study on BERTPrakhar Ganesh, Yao Chen, Xin Lou, et al.2021 · 189 citations
  9. Planning with Learned Entity Prompts for Abstractive SummarizationShashi Narayan, Yao Zhao, Joshua Maynez, et al.2021 · 180 citations
  10. On Generative Spoken Language Modeling from Raw AudioKushal Lakhotia, Eugene Kharitonov, Wei-Ning Hsu, et al.2021 · 166 citations
  11. Extractive Opinion Summarization in Quantized Transformer SpacesStefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, et al.2021 · 151 citations
  12. Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a SummaryDaniel Deutsch, Tania Bedrax-Weiss, Dan Roth2021 · 148 citations
  13. Decontextualization: Making Sentences Stand-AloneEunsol Choi, Jennimaria Palomaki, Matthew Lamm, et al.2021 · 133 citations
  14. Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness MetricsPaula Czarnowska, Yogarshi Vyas, Kashif Shah2021 · 131 citations
  15. Aligning Faithful Interpretations with their Social AttributionAlon Jacovi, Yoav Goldberg2021 · 119 citations
  16. Relevance-guided Supervision for OpenQA with ColBERTOmar Khattab, Christopher Potts, Matei Zaharia2021 · 117 citations
  17. A Statistical Analysis of Summarization Evaluation Metrics Using Resampling MethodsDaniel Deutsch, Rotem Dror, Dan Roth2021 · 115 citations
  18. Data-to-text Generation with Macro PlanningRatish Puduppully, Mirella Lapata2021 · 98 citations
  19. QED: A Framework and Dataset for Explanations in Question AnsweringMatthew Lamm, Jennimaria Palomaki, Chris Alberti, et al.2021 · 91 citations
  20. Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?William Merrill, Yoav Goldberg, Roy Schwartz, et al.2021 · 89 citations
  21. Idiomatic Expression Identification using Semantic CompatibilityZiheng Zeng, Suma Bhat2021 · 75 citations
  22. Weisfeiler-Leman in the Bamboo: Novel AMR Graph Metrics and a Benchmark for AMR Graph SimilarityJuri Opitz, Angel Daza, Anette Frank2021 · 47 citations
  23. Neural Modeling for Named Entities and Morphology (NEMO2)Dan Bareket, Reut Tsarfaty2021 · 32 citations
  24. Deciphering Undersegmented Ancient Scripts Using Phonetic PriorJiaming Luo, Frederik Hartmann, Enrico Santus, et al.2021 · 29 citations
  25. Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative RefinementAlireza Mohammadshahi, James Henderson2021 · 26 citations

See all 30 works in Transactions of the Association for Computational Linguistics (TACL) 2021 — papers →

 Top topics

Topics of its works in our library, with the number of works on each.

Machine translation (4)Evaluation & benchmarks (4)Summarization (3)English (3)Language models & pretraining (2)Question answering (2)Text generation (2)Information retrieval & search (2)Semantic parsing & meaning representation (2)Bias, fairness & safety (2)Named entity recognition (1)Speech act theory (1)Dependency parsing (1)Universal Dependencies (1)Dialogue systems (1)

8 more topics

Speech & spoken language (1)Multilingual & cross-lingual NLP (1)Morphology (1)Hebrew & Aramaic (1)Semitic languages (1)Interpretability (1)Efficient models & compression (1)Modern Hebrew (1)

 Fields

Computer Science (30)Arts and Humanities (29)Social Sciences (2)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Michael Collins3 works here · 725 citations🧑‍🔬Yoav Goldberg3 works here · 449 citations🧑‍🔬Julia Kreutzer2 works here · 876 citations🧑‍🔬Alon Jacovi2 works here · 360 citations🧑‍🔬Dan Roth2 works here · 263 citations🧑‍🔬Daniel Deutsch2 works here · 263 citations🧑‍🔬Mirella Lapata2 works here · 249 citations🧑‍🔬Eunsol Choi2 works here · 224 citations🧑‍🔬Jennimaria Palomaki2 works here · 224 citations🧑‍🔬Matthew Lamm2 works here · 224 citations🧑‍🔬David Grangier1 work here · 660 citations🧑‍🔬George Foster1 work here · 660 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢GoogleMountain View · United States9 works here🎓Bar-Ilan UniversityRamat Gan · Israel4 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States4 works here🎓Stanford UniversityStanford · United States4 works here🔬Institut national de recherche en sciences et technologies du numériqueLe Chesnay-Rocquencourt · France2 works here🎓Johns Hopkins UniversityBaltimore · United States2 works here🎓University of WaterlooWaterloo · Canada2 works here🎓University of Illinois Urbana-ChampaignUrbana · United States2 works here🎓University of IbadanIbadan · Nigeria2 works here🎓Constructor UniversityBremen · Germany2 works here🏢MetaMenlo Park · United States2 works here🏢Google (Canada)Waterloo · Canada2 works here

works and citations from OpenAlex and our library.

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