most citedMCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search

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cs.IR2026

ProRetrieval: Learning to Orchestrate Hybrid Search via Executable Program Synthesis

Chengsong You, Zhen Sun, Yunhai Hu +17

Real-world retrieval often composes structured constraints with semantic intents over text and images through arbitrary Boolean logic. Existing hybrid pipelines such as reciprocal…

cs.IR2026

DSL-R1: From SQL to DSL for Training Retrieval Agents across Structured and Unstructured Data with Reinforcement Learning

Yunhai Hu, Junwei Zhou, Yumo Cao +8

Effective retrieval in complex domains requires bridging the gap between structured metadata and unstructured content. Existing systems typically isolate these capabilities, relyin…