topic modeling

FIDELITY: Fine-grained Interpretable Distillation for Effective Language Insights and Topic Yielding NAACL 2025 Finding Common Patterns in Domestic Violence Stories Posted on Reddit NAACL 2025 Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025 From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection EMNLP 2025 GloCOM: A Short Text Neural Topic Model via Global Clustering Context NAACL 2025 Green Topics, Deep Roots: Energy-Aware Topic Modelling of Multilingual Nigerian Lyrics NeurIPS 2025 HICode: Hierarchical Inductive Coding with LLMs EMNLP 2025 Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025 Identifying Aspects in Peer Reviews EMNLP 2025 Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination NAACL 2025 Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models ACL 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas NAACL 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 MuPe Life Stories Dataset: Spontaneous Speech in Brazilian Portuguese with a Case Study Evaluation on ASR Bias against Speakers Groups and Topic Modeling COLING 2025 Neural Topic Modeling via Contextual and Graph Information Fusion EMNLP 2025 Neural Topic Modeling with Large Language Models in the Loop ACL 2025 NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Podcast Outcasts: Understanding Rumble’s Podcast Dynamics NAACL 2025 Proactive User Information Acquisition via Chats on User-Favored Topics EMNLP 2025 S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025 S3 - Semantic Signal Separation ACL 2025 Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling EMNLP 2025 Studying the Representation of the LGBTQ+ Community in RuPaul’s Drag Race with LLM-Based Topic Modeling NAACL 2025