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"Topic Modeling": models, code, and papers
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Topic Modeling as Multi-Objective Contrastive Optimization

Feb 12, 2024
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T Nguyen, See-Kiong Ng, Anh Tuan Luu

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AlbNews: A Corpus of Headlines for Topic Modeling in Albanian

Feb 06, 2024
Erion Çano, Dario Lamaj

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On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling

Feb 01, 2024
Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu

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Multilingual transformer and BERTopic for short text topic modeling: The case of Serbian

Feb 05, 2024
Darija Medvecki, Bojana Bašaragin, Adela Ljajić, Nikola Milošević

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Prompting Large Language Models for Topic Modeling

Dec 15, 2023
Han Wang, Nirmalendu Prakash, Nguyen Khoi Hoang, Ming Shan Hee, Usman Naseem, Roy Ka-Wei Lee

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CFTM: Continuous time fractional topic model

Feb 07, 2024
Kei Nakagawa, Kohei Hayashi, Yugo Fujimoto

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Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models

Feb 06, 2024
Brenda Y. Miao, Christopher YK Williams, Ebenezer Chinedu-Eneh, Travis Zack, Emily Alsentzer, Atul J. Butte, Irene Y. Chen

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Longitudinal Sentiment Topic Modelling of Reddit Posts

Jan 24, 2024
Fabian Nwaoha, Ziyad Gaffar, Ho Joon Chun, Marina Sokolova

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PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models

Dec 11, 2023
Nirmalendu Prakash, Han Wang, Nguyen Khoi Hoang, Ming Shan Hee, Roy Ka-Wei Lee

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