Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2611.09349.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

ReSUM is a modular multi-LLM framework for query-focused meeting summaries. A planner coordinates retrieval and summarization agents, while teacher reasoning is distilled into query- and plan-conditioned components. Tests on meeting-summary benchmarks report improved robustness, less irrelevant exploration, and more faithful, comprehensive results.

A concrete decomposition of planning, retrieval, and synthesis for long-document work, useful when summaries must preserve evidence without broad, unfocused context gathering.

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