RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering

Published in Arxiv, 2026

This paper introduces retrieve-verify-retrieve (RVR), a multi-round retrieval framework designed to maximize answer coverage. Initially, a retriever takes the original query and returns a candidate document set, followed by a verifier that identifies a high-quality subset.

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Recommended citation: Deniz Qian*, Hung-Ting Chen*, Eunsol Choi. (2026). "RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering." Arxiv.
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