Topic Modeling

PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models
The proliferation of social media has given rise to a new form of communication: memes. Memes are multimodal and often contain a …
Nirmalendu Prakash, Han Wang, Nguyen Khoi Hoang, Ming Shan Hee, and Roy Ka-Wei Lee
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Prompting Large Language Models for Topic Modeling
Topic modeling is a widely used technique for revealing underlying thematic structures within textual data. However, existing models …
Han Wang, Nirmalendu Prakash, Nguyen Khoi Hoang, Ming Shan Hee, Usman Naseem, and Roy Ka-Wei Lee