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topic modeling

460 papers

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Also known as

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