一作SIGIR 2026Oral· Information Retrieval (Full)
NeurPIU: Neurobiologically Inspired Personalized Intent Understanding in Large Language Models
Zenghua Liao · Jinzhi Liao · Xiang Zhao
摘要
Large language models (LLMs) excel when user goals are clearly specified, yet real-world queries are often vague and evolving, forcing LLMs to guess and leading to misaligned responses. Existing approaches attempt to clarify user intents through iterative questioning. While effective in alleviati...