<ul><li>The paper introduces diagnostic uncertainty in language models.</li><li>It enables models to describe their uncertainty openly.</li><li>Improved accuracy and reduced entropy in responses are achieved.</li><li>A framework for operationalizing uncertainty in LMs is proposed.</li><li>The method enhances model interpretability and understanding of behavior. </li></ul>

The paper introduces diagnostic uncertainty in language models.It enables models to describe their uncertainty openly.Improved accuracy and reduced entropy in responses are achieved.A framework for operationalizing uncertainty in LMs is proposed.The method enhances model interpretability and understanding of behavior.

<ul><li>The paper introduces diagnostic uncertainty in language models.</li><li>It enables models to describe their uncertainty openly.</li><li>Improved accuracy and reduced entropy in responses are achieved.</li><li>A framework for operationalizing uncertainty in LMs is proposed.</li><li>The method enhances model interpretability and understanding of behavior.&nbsp;</li></ul>

Diagnostic uncertainty: teaching language Models to describe open-ended uncertainty

Men know other men best. Women know other women best. 
And yes, perhaps AIs know other AIs best. 
AI explains what you should know about this week's AI research progress.

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Men know other men best. Women know other women best. And yes, perhaps AIs know other AIs best. AI explains what you should know about this week's AI research progress.

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Diagnostic uncertainty: teaching language Models to describe open-ended uncertainty

Diagnostic uncertainty: teaching language Models to describe open-ended uncertainty