TopicMerge: A Divide and Conquer Approach to Topic Modeling
arXiv:2610.19323v1 Announce Type: new Abstract: Recent advancements in topic modeling have split into two main paths: efficient embedding-based methods that offer scalability but are often outperformed on standard clustering metrics, and Large Language Model (LLM) approaches that achieve state-of-t…
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- 2026-10-15 04:00 · arXiv cs.CL
TopicMerge: A Divide and Conquer Approach to Topic Modeling