Latent Preference Modeling for Multi-Session Personalized Tool Calling.

arXiv:2604.17886v3 Announce Type: replace-cross Abstract: Users often omit essential details in their requests to LLM-based agents, resulting in under-specified inputs for tool use. This poses a fundamental challenge for tool-augmented agents, as API execution