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Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)Recommendation & Information Retrieval (1)

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Shiyao Peng (1)Qianhe Zheng (1)Zhuodi Hao (1)Zichen Tang (1)Rongjin Li (1)Qing Huang (1)Jiayu Huang (1)Jiacheng Liu (1)

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Apr 30, 2026

Apr 30, 2026·also Affiliation:

NeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence Chains

Retrieval improvements don't always boost reasoning in RAG systems, but NeocorRAG's evidence chains can fix that, achieving SOTA with 20% fewer tokens.

Shiyao Peng, Qianhe Zheng, Zhuodi Hao +8

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought Recommendation & Information Retrieval

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