Reducing Tool Hallucination via Reliability Alignment

Jul 17, 2025·
Hongshen Xu
,
Zichen Zhu
,
Lei Pan
,
Zihan Wang
,
Su Zhu
,
Da Ma
Ruisheng Cao
Ruisheng Cao
,
Lu Chen
,
Kai Yu
· 0 min read
Type
Publication
Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada. PMLR 267, ICML 2025
Tool Hallucination Tool Function Calling Large Language Model
Ruisheng Cao
Authors
Ruisheng Cao
staff research scientist
Research interests include structured natural language understanding, model-based data generation and iterative training, and LLM-based multi-modal agents.