, a clinical query might require a Symptom→Diagnosis→Treatment path).
Co-Adaptive Routing and Retrieval Learns Query Rules Without Supervision
CoRE alternates reinforcement learning and contrastive learning to jointly assign reasoning rules to queries and retrieve evidence under those rules, eliminating the need for predefined query-rule pairs.
Big Tech
Zhisheng Qi · Haoyu Han · Jiaxi Li · Bing He · Huiyuan Chen · Franck Dernoncourt · +6 more
University of Georgia · Michigan State University · Georgia Institute of Technology · Amazon · Adobe Systems
Research Digest··3 min read
Qi et al.
Why this paper
From Amazon and 6 others
In one line
CoRE jointly learns reasoning rule routing and constrained retrieval for structured knowledge without query-rule supervision.
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