作者位次 #7/9ACL 2026Findings· Findings of ACL
Towards Modern Topic Models: A Survey of Taxonomies and Paradigm Shifts from Algorithm-Centric to LLM -Centered Topic Analysis
Xuan Xu · Zhongliang Yang · Haolun Li · Rui Tian · Beilin Chu · J Song · Yu Li · Shaolin Tan · Linna Zhou
摘要
LLMs have become foundational across many NLP applications, driving a shift from an algorithm-centric to a context-centric paradigm. As an important task in text mining, the landscape of topic modeling (TM) is similarly being reshaped by a growing body of LLM-driven research.We review recent TM d...
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