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

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

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

Computational Analysis of Character Development in Holocaust Testimonies EMNLP 2025

Arabic Topic Classification Corpus of the Nakba Short Stories COLING 2025

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

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

From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection EMNLP 2025

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

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

Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025

Evaluating Dynamic Topic Models ACL 2024

A Lightweight Approach to a Giga-Corpus of Historical Periodicals: The Story of a Slovenian Historical Newspaper Collection COLING 2024

RoBERT2VecTM: A Novel Approach for Topic Extraction in Islamic Studies EMNLP 2024

Historical Portrayal of Greek Tourism through Topic Modeling on International Newspapers EACL 2024

Noise, Novels, Numbers. A Framework for Detecting and Categorizing Noise in Danish and Norwegian Literature EMNLP 2024

Choosing the Number of Topics in LDA Models – A Monte Carlo Comparison of Selection Criteria JMLR 2024

Analyzing the Dynamics of Climate Change Discourse on Twitter: A New Annotated Corpus and Multi-Aspect Classification COLING 2024

TopicGPT: A Prompt-based Topic Modeling Framework NAACL 2024

Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias EMNLP 2024

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NIPS 2024

Creation and Analysis of an International Corpus of Privacy Laws COLING 2024

Topic Modeling: Contextual Token Embeddings Are All You Need EMNLP 2024

DRAGON at FIGNEWS 2024 Shared Task: a Dedicated RAG for October 7th conflict News ACL 2024

Towards the TopMost: A Topic Modeling System Toolkit ACL 2024

A Fairness Analysis of Human and AI-Generated Student Reflection Summaries ACL 2024