📰 Conference on Empirical Methods in Natural Language Processing (EMNLP)

📅 Works by year

🧭 Top topics

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

🔗 Coreference resolution (81) English (76)🔁 Machine translation (74)🧠 Language models & pretraining (65)😊 Sentiment & emotion (56)📏 Evaluation & benchmarks (50)🧵 Discourse analysis (47)🌍 Multilingual & cross-lingual NLP (37)❓ Question answering (36)🗨️ Dialogue systems (36)🧮 Reasoning (31)🌳 Dependency parsing (21)📝 Summarization (19)✍️ Text generation (18) Semitic languages (17)

📚 Fields

🖥️ Computer Science (676)🎭 Arts and Humanities (654)🤝 Social Sciences (41)💭 Psychology (29)🧬 Biochemistry, Genetics and Molecular Biology (8)🎯 Decision Sciences (5)⚛️ Physics and Astronomy (2)🩺 Medicine (1)🧠 Neuroscience (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.

🏢GoogleMountain View · United States46 works here🎓University of WashingtonSeattle · United States46 works here🎓Carnegie Mellon UniversityPittsburgh · United States43 works here🎓Stanford UniversityStanford · United States41 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States33 works here🎓University of EdinburghEdinburgh · United Kingdom29 works here🏢MetaMenlo Park · United States22 works here🏢MicrosoftRedmond · United States20 works here🎓Massachusetts Institute of TechnologyCambridge · United States18 works here🎓Georgia Institute of TechnologyAtlanta · United States15 works here🎓University of Illinois Urbana-ChampaignUrbana · United States15 works here🎓Soochow UniversitySuzhou · China15 works here

📄 Works in our library (703)

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

1. Convolutional Neural Networks for Sentence ClassificationYoon Kim2014 · 16,218 citations
2. Transformers: State-of-the-Art Natural Language ProcessingThomas Wolf, Lysandre Debut, Victor Sanh, et al.2020 · 15,591 citations
3. SQuAD: 100,000+ Questions for Machine Comprehension of TextPranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, et al.2016 · 9,488 citations
4. Thumbs up? Sentiment Classification using Machine Learning TechniquesBo Pang, Lillian Lee, Shivakumar Vaithyanathan2002 · 7,756 citations
5. GloVe: Global Vectors for Word RepresentationJeffrey Pennington, Richard Socher, Christopher Manning2014 · 5,962 citations
6. Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5,370 citations
7. Sentence-BERT: Sentence Embeddings using Siamese BERT-NetworksNils Reimers, Iryna Gurevych2019 · 4,838 citations
8. SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text ProcessingTaku Kudo, John Richardson2018 · 4,461 citations
9. SimCSE: Simple Contrastive Learning of Sentence EmbeddingsTianyu Gao, Xingcheng Yao, Danqi Chen2021 · 3,921 citations
10. SciBERT: A Pretrained Language Model for Scientific TextIz Beltagy, Kyle Lo, Arman Cohan2019 · 3,548 citations
11. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringZhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,489 citations
12. Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 2,977 citations
13. LXMERT: Learning Cross-Modality Encoder Representations from TransformersHao Tan, Mohit Bansal2019 · 2,714 citations
14. Attention-based LSTM for Aspect-level Sentiment ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,609 citations
15. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron AlgorithmsMichael Collins2002 · 2,510 citations
16. Statistical Significance Tests for Machine Translation EvaluationPhilipp Koehn2004 · 2,444 citations
17. A Fast and Accurate Dependency Parser using Neural NetworksDanqi Chen, Christopher Manning2014 · 2,301 citations
18. Tensor Fusion Network for Multimodal Sentiment AnalysisAmir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,107 citations
19. Adversarial Examples for Evaluating Reading Comprehension SystemsRobin Jia, Percy Liang2017 · 1,935 citations
20. AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated PromptsTaylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al.2020 · 1,879 citations
21. Domain Adaptation with Structural Correspondence LearningJohn Blitzer, Ryan McDonald, Fernando Pereira2006 · 1,792 citations
22. COMET: A Neural Framework for MT EvaluationRicardo Rei, Craig Stewart, Ana C Farinha, et al.2020 · 1,784 citations
23. Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationDuyu Tang, Bing Qin, Ting Liu2015 · 1,675 citations
24. Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingAkira Fukui, Dong Huk Park, Daylen Yang, et al.2016 · 1,642 citations
25. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.2017 · 1,619 citations

See all 703 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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