topic modeling

460 papers

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Also known as

STM CSTM LDA TM

Co-occurring keywords

topic model (290) latent dirichlet allocation (171) text classification (6776) unsupervised learning (3255) bayesian inference (1904) variational inference (2069) sentiment analysis (2079) social media analysis (699) word embedding (1764) neural topic model (75)

Papers

Between Hetero-Fatalism and Dark Femininity: Discussions of Relationships, Sex, and Men in the Femosphere ACL 2025

Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025

Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025

Bidirectional Topic Matching: Quantifying Thematic Intersections Between Climate Change and Climate Mitigation News Corpora Through Topic Modelling ACL 2025

Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination NAACL 2025

Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025

Through the Lens of History: Methods for Analyzing Temporal Variation in Content and Framing of State-run Chinese Newspapers NAACL 2025

Comparative Analysis of Religious Texts: NLP Approaches to the Bible, Quran, and Bhagavad Gita COLING 2025

NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025

BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025

Studying the Representation of the LGBTQ+ Community in RuPaul’s Drag Race with LLM-Based Topic Modeling NAACL 2025

Dialects, Topic Models, and Border Effects: The Rusyn Case ACL 2025

Whose Palestine Is It? A Topic Modelling Approach to National Framing in Academic Research EMNLP 2025

Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025

Costs and Benefits of AI-Enabled Topic Modeling in P-20 Research: The Case of School Improvement Plans ACL 2025

GloCOM: A Short Text Neural Topic Model via Global Clustering Context NAACL 2025

Computational Analysis of Character Development in Holocaust Testimonies EMNLP 2025

Podcast Outcasts: Understanding Rumble’s Podcast Dynamics NAACL 2025

A Bit of This, a Bit of That: Building a Genre and Topic Annotated Dataset of Historical Newspaper Articles with Soft Labels and Confidence Scores NAACL 2025

Tuning Into Bias: A Computational Study of Gender Bias in Song Lyrics NAACL 2025

Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling ACL 2025

Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025

LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025

S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025

HICode: Hierarchical Inductive Coding with LLMs EMNLP 2025