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RESIN: Multi-Chain Reasoning with Entity-Structured Indexing

Paper recorded by Signals 4 on 2026-10-19 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-19 on arXiv · recorded by Signals 4 on 2026-10-20

Category: cs.CL · 自然语言处理 · first seen 2026-10-20

Abstract

Multi-chain reasoning is a challenging task not only because the multi-chain evidence is dispersed, but also because different parts of reasoning may require distinct, interacting chains of support. Flat retrieval can flood a model with loosely related text, whereas early selection of a single reasoning path can discard evidence that becomes useful only after other facts are considered. We introdu

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#214 most recent of 660 cs.CL papers we have recorded · ↑ newer: Safety Mid-Training: Internalizing LLM Safety as a Foundational Capabi · ↓ older: Monsoon: Scalable Spontaneous Speech Collection for Low-Resource ASR i
Cite this page: RESIN: Multi-Chain Reasoning with Entity-Structured Indexing: the #214 most recent of 660 cs.CL papers we have recorded (as of 2026-10-19). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/resin-multi-chain-reasoning-with-entity-structured-indexing.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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