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Verifiable Retrieval for Legal Reasoning through Structure-driven Knowledge Graph

Paper recorded by Signals 4 on 2026-10-09 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-09 on arXiv · recorded by Signals 4 on 2026-10-12

Category: cs.CL · 自然语言处理 · first seen 2026-10-12

Abstract

Any automation within reliability-critical contexts such as medicine or law has to be transparent and verifiable. Despite their advantages, current LLM-based systems do not meet these requirements due to their inherent black-box nature. Retrieval Augmented Generation (RAG) attempts to ground the generative process in the relevant interpretable documents, thereby reducing the risk of AI 'hallucinat

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#278 most recent of 660 cs.CL papers we have recorded · ↑ newer: Adaptive DHiSparse: Speculative Decoding over a Load-Adaptive KV Hiera · ↓ older: Retractions Revisited: A Replication, Extension, and Mechanistic Evalu
Cite this page: Verifiable Retrieval for Legal Reasoning through Structure-driven Knowledge Graph: the #278 most recent of 660 cs.CL papers we have recorded (as of 2026-10-09). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/verifiable-retrieval-for-legal-reasoning-through-structure-driven-knowledge-grap.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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