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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…