📰 Annual Meeting of the Association for Computational Linguistics (ACL)

📅 Works by year

🧭 Top topics

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

 English (125)🔁 Machine translation (118)🧠 Language models & pretraining (100)🔗 Coreference resolution (84)😊 Sentiment & emotion (62)📏 Evaluation & benchmarks (55)🧮 Reasoning (50)🧵 Discourse analysis (48)🌍 Multilingual & cross-lingual NLP (47)❓ Question answering (39)🗨️ Dialogue systems (37) Semitic languages (30)🔎 Information extraction (29)🛡️ Bias, fairness & safety (28)🎭 Semantic role labeling (27)

📚 Fields

🖥️ Computer Science (995)🎭 Arts and Humanities (952)🤝 Social Sciences (68)💭 Psychology (40)🧬 Biochemistry, Genetics and Molecular Biology (8)🧠 Neuroscience (8)🎯 Decision Sciences (4)⚙️ Engineering (2)⚛️ Physics and Astronomy (2)➗ Mathematics (1)

🧑‍🔬 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.

🎓Carnegie Mellon UniversityPittsburgh · United States63 works here🎓Stanford UniversityStanford · United States46 works here🎓University of WashingtonSeattle · United States43 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States43 works here🏢GoogleMountain View · United States38 works here🏢MicrosoftRedmond · United States36 works here🎓University of EdinburghEdinburgh · United Kingdom33 works here🎓University of PennsylvaniaPhiladelphia · United States31 works here🏢MetaMenlo Park · United States29 works here🎓Massachusetts Institute of TechnologyCambridge · United States26 works here🎓Bar-Ilan UniversityRamat Gan · Israel25 works here🎓Johns Hopkins UniversityBaltimore · United States25 works here

📄 Works in our library (1,021)

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

1. Bleu: a Method for Automatic Evaluation of Machine TranslationKishore Papineni, Salim Roukos, Todd Ward, et al.2002 · 32,065 citations
2. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionMike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,752 citations
3. The Stanford CoreNLP Natural Language Processing ToolkitChristopher Manning, Mihai Surdeanu, John Bauer, et al.2014 · 8,620 citations
4. Learning Word Vectors for Sentiment AnalysisAndrew L. Maas, Raymond E. Daly, Peter T. Pham, et al.2011 · 4,272 citations
5. Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh, Andrew McCallum2019 · 4,049 citations
6. Accurate Unlexicalized ParsingDan Klein, Christopher D. Manning2003 · 3,942 citations
7. A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum CutsBo Pang, Lillian Lee2004 · 3,842 citations
8. Incorporating Non-local Information into Information Extraction Systems by Gibbs SamplingJenny Rose Finkel, Trond Grenager, Christopher Manning2005 · 3,618 citations
9. The Berkeley FrameNet ProjectCollin F. Baker, Charles J. Fillmore, John B. Lowe1998 · 3,544 citations
10. Neural Machine Translation of Rare Words with Subword UnitsRico Sennrich, Barry Haddow, Alexandra Birch2016 · 3,409 citations
11. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,360 citations
12. Verb Semantics and Lexical SelectionZhibiao Wu, Martha Palmer1994 · 3,276 citations
13. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,204 citations
14. Unsupervised Word Sense Disambiguation Rivaling Supervised MethodsDavid Yarowsky1995 · 2,840 citations
15. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter Turney2002 · 2,826 citations
16. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating ScalesBo Pang, Lillian Lee2005 · 2,722 citations
17. OpenNMT: Open-Source Toolkit for Neural Machine TranslationGuillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,460 citations
18. Word Representations: A Simple and General Method for Semi-Supervised LearningJoseph Turian, Lev-Arie Ratinov, Yoshua Bengio2010 · 2,421 citations
19. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.2020 · 2,347 citations
20. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment ClassificationJohn Blitzer, Mark Dredze, Fernando Pereira2007 · 2,329 citations
21. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image CaptioningPiyush Sharma, Nan Ding, Sebastian Goodman, et al.2018 · 2,278 citations
22. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,250 citations
23. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationPeng Zhou, Wei Shi, Jun Tian, et al.2016 · 2,216 citations
24. Multimodal Transformer for Unaligned Multimodal Language SequencesYao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, et al.2019 · 2,170 citations
25. How Multilingual is Multilingual BERT?Telmo Pires, Eva Schlinger, Dan Garrette2019 · 2,095 citations

See all 1,021 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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