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Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sashank Tsvyashchenko, Joshua Maynez, Abhishek Rao, Pa · 2023 · DOI 10.5555/3648699.3648939tex.articleno: · arXiv 8699.364893

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A Stepwise Questioning Expert-Editor Multi-Agent Framework for Long-Document Summarization

cs.CL · 2026-07-11 · conditional · novelty 4.0

An expert-editor stepwise-questioning multi-agent pipeline improves ROUGE/BERTScore/FactCC for long scientific summarization on two datasets relative to direct generation and HERA.

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A Stepwise Questioning Expert-Editor Multi-Agent Framework for Long-Document Summarization cs.CL · 2026-07-11 · conditional · none · ref 5
An expert-editor stepwise-questioning multi-agent pipeline improves ROUGE/BERTScore/FactCC for long scientific summarization on two datasets relative to direct generation and HERA.

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