🧑‍🔬 Who cites David J. Newman

388 citations of their works from 331 papers of our library (of the 149,439 whose bibliographies we read) · 27 with a page here, the most cited first · ← David J. Newman

1. Exploring the Space of Topic Coherence MeasuresACM International Conference on Web Search and Data Mining (WSDM)Michael Röder, Andreas Both, Alexander Hinneburg2015 · 2,373 citations
2. BERTopic: Neural topic modeling with a class-based TF-IDF procedurearXiv:2203.05794Maarten Grootendorst2022 · 1,737 citations
3. Optimizing Semantic Coherence in Topic ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)David Mimno, Hanna Wallach, Edmund Talley, et al.2011 · 1,340 citations
4. Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeAnnual Meeting of the Association for Computational Linguistics (ACL)William L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 1,278 citations
5. Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model QualityConference of the European Chapter of the Association for Computational Linguistics (EACL)Jey Han Lau, David Newman, Timothy Baldwin2014 · 704 citations
6. Evaluation methods for unsupervised word embeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Tobias Schnabel, Igor Labutov, David Mimno, et al.2015 · 675 citations
7. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceAnnual Meeting of the Association for Computational Linguistics (ACL)Federico Bianchi, Silvia Terragni, Dirk Hovy2021 · 366 citations
8. Improving Topic Models with Latent Feature Word RepresentationsTransactions of the Association for Computational Linguistics (TACL)Dat Quoc Nguyen, Richard Billingsley, Lan Du, et al.2015 · 351 citations
9. Analysing Lexical Semantic Change with Contextualised Word RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Mario Giulianelli, Marco Del Tredici, Raquel Fernández2020 · 239 citations
10. A Latent Dirichlet Allocation Method for Selectional PreferencesAnnual Meeting of the Association for Computational Linguistics (ACL)Alan Ritter, Mausam, Oren Etzioni2010 · 225 citations
11. Cross-lingual Contextualized Topic Models with Zero-shot LearningConference of the European Chapter of the Association for Computational Linguistics (EACL)Federico Bianchi, Silvia Terragni, Dirk Hovy, et al.2021 · 215 citations
12. A Bayesian Model of Diachronic Meaning ChangeTransactions of the Association for Computational Linguistics (TACL)Lea Frermann, Mirella Lapata2016 · 206 citations
13. TopicGPT: A Prompt-based Topic Modeling FrameworkConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chau Minh Pham, Alexander Hoyle, Simeng Sun, et al.2024 · 171 citations
14. Deciphering Foreign LanguageAnnual Meeting of the Association for Computational Linguistics (ACL)Sujith Ravi, Kevin Knight2011 · 166 citations
15. Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic ChangeConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann2018 · 158 citations
16. Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech ActsConference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Alan Ritter, Claire Cardie, et al.2014 · 129 citations
17. Evaluating Topic Coherence Using Distributional SemanticsInternational Conference on Computational Semantics – Long PapersNikolaos Aletras, Mark Stevenson2013 · 65 citations
18. Polysemy–-Evidence from Linguistics, Behavioral Science, and Contextualized Language ModelsComputational LinguisticsJanosch Haber, Massimo Poesio2024 · 44 citations
19. SlangNet: A WordNet like resource for English SlangLanguage Resources and Evaluation Conference (LREC)Shehzaad Dhuliawala, Diptesh Kanojia, Pushpak Bhattacharyya2016 · 41 citations
20. Predicting In-Game Actions from Interviews of NBA PlayersComputational LinguisticsNadav Oved, Amir Feder, Roi Reichart2020 · 24 citations
21. Can ChatGPT be Your Personal Medical Assistant?arXiv:2312.12006 · The International Symposium on Foundation and Large Language Models (FLLM2023) https://fllm-conference.org/2023/Md. Rafiul Biswas, Ashhadul Islam, Zubair Shah, et al.2023 · 5 citations
22. ‘Calling on the classical phone': a distributional model of adjective-noun errors in learners' EnglishInternational Conference on Computational Linguistics (COLING)Aurélie Herbelot, Ekaterina Kochmar2016 · 5 citations
23. From Documents to Segments: A Contextual Reformulation for Topic AssignmentFindings of the Association for Computational LinguisticsHoonsang Yoon, Takyoung Kim, Wonkee Lee, et al.2026
24. Model Directions, Not Words: Mechanistic Topic Models Using Sparse AutoencodersTransactions of the Association for Computational Linguistics (TACL)Carolina Zheng, Nicolas Beltran-Velez, Sweta Karlekar, et al.2026
25. Simulating Sense ExtensionTransactions of the Association for Computational Linguistics (TACL)Rowan Hall Maudslay, Simone Teufel2026
26. Social Construction of Urban Space: Using LLMs to Identify Neighborhood Boundaries From Craigslist AdsWorkshop on Natural Language Processing and Computational Social ScienceAdam Visokay, Ruth Bagley, Chris Hess, et al.2026
27. When Numbers Tell Half the Story: Human-Metric Alignment in Topic Model EvaluationLanguage Resources and Evaluation Conference (LREC)Thibault Prouteau, Francis Lareau, Nicolas Dugue, et al.2026

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