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ENTITY Judges Follow the Reference: The Derivation Gap in Verifying Tool-Call Arguments

Judges Follow the Reference: The Derivation Gap in Verifying Tool-Call Arguments

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  1. TOOL · CL_300092 ·

    New 'DeRef' model bridges derivation gap in LLM agent tool-call verification

    Researchers have identified a "derivation gap" in how LLM agents evaluate tool-call arguments, where judges are less likely to accept correct values if they lack explicit textual references. This gap persists even when …