topic modeling

Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models EACL 2026 DTECT: Dynamic Topic Explorer & Context Tracker AAAI 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 Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation AAAI 2026 Sparse Topic Modeling via Spectral Decomposition and Thresholding JMLR 2026 Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates EACL 2026 STREAM-ZH: Simplified Topic Retrieval Exploration and Analysis Module for Chinese Language EACL 2026 The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations ACL 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 AI Assistant for Socioeconomic Empowerment Using Federated Learning NAACL 2025 Arabic Topic Classification Corpus of the Nakba Short Stories COLING 2025 BERT-based Classical Arabic Poetry Authorship Attribution COLING 2025 BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025 Between Hetero-Fatalism and Dark Femininity: Discussions of Relationships, Sex, and Men in the Femosphere ACL 2025 Bidirectional Topic Matching: Quantifying Thematic Intersections Between Climate Change and Climate Mitigation News Corpora Through Topic Modelling ACL 2025 CASE: Large Scale Topic Exploitation for Decision Support Systems COLING 2025 CAST: Corpus-Aware Self-similarity Enhanced Topic modelling NAACL 2025 Clustering LLM-based Word Embeddings to Determine Topics from Bangla Articles AACL 2025 Comparative Analysis of Religious Texts: NLP Approaches to the Bible, Quran, and Bhagavad Gita COLING 2025 Computational Analysis of Character Development in Holocaust Testimonies EMNLP 2025 Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025 Costs and Benefits of AI-Enabled Topic Modeling in P-20 Research: The Case of School Improvement Plans ACL 2025 Dialects, Topic Models, and Border Effects: The Rusyn Case ACL 2025 Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025