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Irvan Zidny

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#natural language process... Preprint Sep 2026

Grounded Revision vs. Prior Injection: Probing Retrieval-Augmented Patent Claim Amendment

Across 9,600 pre-registered calls on four frontier LLMs, no tested model exhibits detectable classical prior-injection behavior; retrieval effects are small and direction-inconsistent between random and structural retrieval, and the null is unchanged under a dense (semantic) retriever, across retrieval depths k in {1,3...

Josepha Michiko Leo, Hyun-seok Min, Yehoon Jang et al. · 0 citations

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