Knowing but Not Showing: LLMs Recognize Ambiguity but Rarely Ask Clarifying Questions 事件

Knowing but Not Showing: LLMs Recognize Ambiguity but Rarely Ask Clarifying Questions arXiv:2605.25284v1 Announce Type: new Abstract: User queries are often underspecified and may admit multiple valid interpretations. Rather than silently making assumptions about the user's intent, a helpful assistant should surface such ambiguity by asking a clarifying question. Doing so requires two abilities: recognizing that a query is ambiguous, and acting on that recognition by seeking clarification inste