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U-Lens: Supporting User Uncertainty Management in Long-Form LLM Responses

Mei, Yu et al.
arXiv (OAI Expanded) · Papers
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human-computer-interaction
Uncertainty can appear throughout LLM-generated text (e.g., questionable claims, ambiguous terms). Prior work largely focuses on making such uncertainty visible through cues such as confidence scores, but seeing uncertainty is not the same as managing it. Through a formative study, we examine uncert
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