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event summarization 1hierarchical clustering 1information retrieval 1large-scale corpora 1query-focused summarization 1

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1 paper

cs.CL2026

Query-Focused Event Summarization: A Dataset and Benchmark

Chenyu Hu, Bang Wang

The paper defines a new Query-Focused Event Summarization (QFES) task, releases a large QFESum dataset covering multiple thematic events, and proposes a two‑stage framework (adapti…