Papers by JingquanPeng JingquanPeng

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Challenge:	Existing solutions rely on evasive responses when confronting uncertain scenarios.
Approach:	They propose a benchmark to assess LLMs' ability to recognize and address uncertainty . they generate context-aware inquiries that highlight the confusing aspect of the original query .
Outcome:	Experiments with ConfuseBench show that LLMs struggle to identify root cause of uncertainty and solve it.