📰 TACL 2021: all papers in our library

30 works · the most cited first · ← TACL 2021

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 RetrievalTransactions of the Association for Computational Linguistics (TACL)Yi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 501 citations
3. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsTransactions of the Association for Computational Linguistics (TACL)Julia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
4. MasakhaNER: Named Entity Recognition for African LanguagesTransactions of the Association for Computational Linguistics (TACL)David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
5. Gender Bias in Machine TranslationTransactions of the Association for Computational Linguistics (TACL)Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
6. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemTransactions of the Association for Computational Linguistics (TACL)Patrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
7. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsTransactions of the Association for Computational Linguistics (TACL)Yanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 241 citations
8. Compressing Large-Scale Transformer-Based Models: A Case Study on BERTTransactions of the Association for Computational Linguistics (TACL)Prakhar Ganesh, Yao Chen, Xin Lou, et al.2021 · 189 citations
9. Planning with Learned Entity Prompts for Abstractive SummarizationTransactions of the Association for Computational Linguistics (TACL)Shashi Narayan, Yao Zhao, Joshua Maynez, et al.2021 · 180 citations
10. On Generative Spoken Language Modeling from Raw AudioTransactions of the Association for Computational Linguistics (TACL)Kushal Lakhotia, Eugene Kharitonov, Wei-Ning Hsu, et al.2021 · 166 citations
11. Extractive Opinion Summarization in Quantized Transformer SpacesTransactions of the Association for Computational Linguistics (TACL)Stefanos 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 SummaryTransactions of the Association for Computational Linguistics (TACL)Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth2021 · 148 citations
13. Decontextualization: Making Sentences Stand-AloneTransactions of the Association for Computational Linguistics (TACL)Eunsol Choi, Jennimaria Palomaki, Matthew Lamm, et al.2021 · 133 citations
14. Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness MetricsTransactions of the Association for Computational Linguistics (TACL)Paula Czarnowska, Yogarshi Vyas, Kashif Shah2021 · 131 citations
15. Aligning Faithful Interpretations with their Social AttributionTransactions of the Association for Computational Linguistics (TACL)Alon Jacovi, Yoav Goldberg2021 · 119 citations
16. Relevance-guided Supervision for OpenQA with ColBERTTransactions of the Association for Computational Linguistics (TACL)Omar Khattab, Christopher Potts, Matei Zaharia2021 · 117 citations
17. A Statistical Analysis of Summarization Evaluation Metrics Using Resampling MethodsTransactions of the Association for Computational Linguistics (TACL)Daniel Deutsch, Rotem Dror, Dan Roth2021 · 115 citations
18. Data-to-text Generation with Macro PlanningTransactions of the Association for Computational Linguistics (TACL)Ratish Puduppully, Mirella Lapata2021 · 98 citations
19. QED: A Framework and Dataset for Explanations in Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Matthew 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?Transactions of the Association for Computational Linguistics (TACL)William Merrill, Yoav Goldberg, Roy Schwartz, et al.2021 · 89 citations
21. Idiomatic Expression Identification using Semantic CompatibilityTransactions of the Association for Computational Linguistics (TACL)Ziheng 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
26. He Thinks He Knows Better than the Doctors: BERT for Event Factuality Fails on PragmaticsNanjiang Jiang, Marie-Catherine de Marneffe2021 · 21 citations
27. What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act RecognitionTransactions of the Association for Computational Linguistics (TACL)Piotr Żelasko, Raghavendra Pappagari, Najim Dehak2021 · 19 citations
28. Joint Universal Syntactic and Semantic ParsingTransactions of the Association for Computational Linguistics (TACL)Elias Stengel-Eskin, Kenton Murray, Sheng Zhang, et al.2021 · 15 citations
29. Maintaining Common Ground in Dynamic EnvironmentsTransactions of the Association for Computational Linguistics (TACL)Takuma Udagawa, Akiko Aizawa2021 · 13 citations
30. An Error Analysis Framework for Shallow Surface RealizationAnastasia Shimorina, Yannick Parmentier, Claire Gardent2021 · 8 citations

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/tacl/2021/works/