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

STREAM-ZH: Simplified Topic Retrieval Exploration and Analysis Module for Chinese Language EACL 2026

Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation AAAI 2026

DTECT: Dynamic Topic Explorer & Context Tracker AAAI 2026

Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates EACL 2026

Identity Without Action: Rethinking Collective Action Models in Disinformation Research EACL 2026

Modeling Changing Scientific Concepts with Complex Networks: A Case Study on the Chemical Revolution EACL 2026

Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models EACL 2026

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

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

HICode: Hierarchical Inductive Coding with LLMs EMNLP 2025

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

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

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

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

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

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

Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling EMNLP 2025

Finding Common Patterns in Domestic Violence Stories Posted on Reddit NAACL 2025

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

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

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

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

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