作者位次 #2/3ACL 2026Poster· Natural Language Processing
T hread S umm: Summarization of Nested Discourse Threads Using Tree of Thoughts
Olubusayo Olabisi · Ekata Mitra · Ameeta Agrawal
摘要
Summarizing deeply nested discussion threads requires handling interleaved replies, quotes, and overlapping topics, which standard LLM summarizers struggle to capture reliably. We introduce ThreadSumm , a multi-stage LLM framework that treats thread summarization as a hierarchical reasoning probl...