ToolHACE: A Dataset for Detecting Hallucinations in Tool-Based LLM Responses

Nikolay Ivanov, Sergey Pletenev, Elisei Rykov +8

Tool-augmented language models ground their responses in external tool outputs, improving reliability beyond parametric knowledge alone. However, even when the correct tool is call…