🔗 Who cites «Top2Vec: Distributed Representations of Topics»

67 papers of our library cite it (of the 149,439 whose bibliographies we read) · 10 with a page here, the most cited first · ← back to «Top2Vec: Distributed Representations of Topics»

1. BERTopic: Neural topic modeling with a class-based TF-IDF procedurearXiv:2203.05794Maarten Grootendorst2022 · 1,737 citations
2. MTEB: Massive Text Embedding BenchmarkConference of the European Chapter of the Association for Computational Linguistics (EACL)Niklas Muennighoff, Nouamane Tazi, Loïc Magne, et al.2022 · 1,032 citations
3. Topic-Guided Sampling For Data-Efficient Multi-Domain Stance DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Erik Arakelyan, Arnav Arora, Isabelle Augenstein2023 · 19 citations
4. Evolving linguistic divergence on polarizing social mediaHumanities and Social Sciences CommunicationsAndres Karjus, Christine Cuskley2023 · 16 citations
5. Towards Modern Topic Models: A Survey of Taxonomies and Paradigm Shifts from Algorithm-Centric to LLM-Centered Topic AnalysisFindings of the Association for Computational LinguisticsXuan Xu, Zhongliang Yang, Haolun Li, et al.2026 · 1 citation
6. LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Minh Chu Xuan, Tien-Phat Nguyen, Linh Ngo Van, et al.2026
7. 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
8. 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
9. Which Skills Debate Reaches the Public? Comparing Scientific Literature and Media Coverage of AI and LLM Skill Impacts (2022–2025)Edition of the Swiss Text Analytics ConferenceMaud Reveilhac, Gerold Schneider, Bohdan Trembovelskyi, et al.2026
10. Uncovering Conspiratorial Narratives within Arabic Online ContentarXiv:2504.14037Djamila Mohdeb, Meriem Laifa, Zineb Guemraoui, et al.2025

57 more papers of our library cite it; they have no page here yet.

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