📰 Transactions of the Association for Computational Linguistics (TACL)

📅 Works by year

🧭 Top topics

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

🔁 Machine translation (18)🧠 Language models & pretraining (13) English (12)🌍 Multilingual & cross-lingual NLP (11)📏 Evaluation & benchmarks (10)❓ Question answering (8)🔗 Coreference resolution (7)📐 Syntax & grammar formalisms (6)🗨️ Dialogue systems (5)🧩 Morphology (5)🧮 Reasoning (5)🧾 Semantic parsing & meaning representation (5)🧒 Psycholinguistics & language acquisition (5) Semitic languages (4)🧷 Idioms & multiword expressions (4)

📚 Fields

🖥️ Computer Science (129)🎭 Arts and Humanities (126)💭 Psychology (5)🎯 Decision Sciences (4)🤝 Social Sciences (4)🧠 Neuroscience (3)🧬 Biochemistry, Genetics and Molecular Biology (2)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🏢GoogleMountain View · United States18 works here🎓Johns Hopkins UniversityBaltimore · United States12 works here🎓Stanford UniversityStanford · United States10 works here🎓Bar-Ilan UniversityRamat Gan · Israel9 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States8 works here🎓Carnegie Mellon UniversityPittsburgh · United States7 works here🎓Massachusetts Institute of TechnologyCambridge · United States6 works here🎓University of WashingtonSeattle · United States5 works here🎓University of CambridgeCambridge · United Kingdom5 works here🏢MetaMenlo Park · United States5 works here🔬Instituto de TelecomunicaçõesLisbon · Portugal5 works here🎓Instituto Superior TécnicoLisbon · Portugal5 works here

📄 Works in our library (132)

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

1. Natural Questions: A Benchmark for Question Answering ResearchTom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,031 citations
2. SpanBERT: Improving Pre-training by Representing and Predicting SpansMandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,580 citations
3. Lost in the Middle: How Language Models Use Long ContextsNelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,540 citations
4. Named Entity Recognition with Bidirectional LSTM-CNNsJason P. C. Chiu, Eric Nichols2015 · 2,276 citations
5. Enriching Word Vectors with Subword InformationPiotr Bojanowski, Edouard Grave, Armand Joulin, et al.2017 · 2,218 citations
6. A Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna Rumshisky2020 · 2,127 citations
7. CoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. Manning2019 · 1,541 citations
8. How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.2020 · 1,493 citations
9. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,239 citations
10. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,048 citations
11. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1,026 citations
12. Optimizing Statistical Machine Translation for Text SimplificationWei Xu, Courtney Napoles, Ellie Pavlick, et al.2016 · 952 citations
13. Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. Blei2020 · 914 citations
14. Grounded Compositional Semantics for Finding and Describing Images with SentencesRichard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 909 citations
15. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 903 citations
16. What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language ModelsAllyson Ettinger2020 · 843 citations
17. Analysis Methods in Neural Language Processing: A SurveyYonatan Belinkov, James Glass2019 · 735 citations
18. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesJonathan H. Clark, Eunsol Choi, Michael Collins, et al.2020 · 691 citations
19. Benchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 663 citations
20. Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine TranslationMarkus Freitag, George Foster, David Grangier, et al.2021 · 660 citations
21. Efficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 660 citations
22. Problems in Current Text Simplification Research: New Data Can HelpWei Xu, Chris Callison-Burch, Courtney Napoles2015 · 659 citations
23. A Survey on Automated Fact-CheckingZhijiang Guo, Michael Schlichtkrull, Andreas Vlachos2022 · 646 citations
24. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger Schwenk2018 · 627 citations
25. Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to ActionsYoav Artzi, Luke Zettlemoyer2013 · 592 citations

See all 132 works →

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.

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