Do LLMs Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations
arXiv:2604.11322v1 Announce Type: new
Abstract: Large language models (LLMs) have demonstrated impressive capabilities in utilizing external tools. In practice, however, LLMs are often exposed to tools that are irrelevant to the user’s query, in which…