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Conference Open access 2026

Invocation Refiner: A Plug-and-Play Module for Rectifying LLM Tool Invocations

The Invo-cation Refiner is introduced, a specialized post-processing module designed to enhance the tool-use reliability of base LLMs without directly training on them, and is highlighted as a plug-and-play solution for improving the operational reliability of LLM-based agents.

Qirui Jiao, Dian Jiao, Nan Du et al. · 0 citations