Pradeep Natarajan
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2026
PReMISE: Policy Rubrics as Measurement Specifications for LLM Judges
PReMISE introduces a framework to audit and improve the quality of rubrics used to guide LLM judges, demonstrating that it can significantly increase judge accuracy and reduce the exploitability of responses.
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cs.AIRecentMay 29, 2026
PReMISE: Policy Rubrics as Measurement Specifications for LLM Judges
Swastik Roy, Rajkumar Pujari, Tharindu Kumarage, Charith Peris +4 more
PReMISE introduces a framework to audit and improve the quality of rubrics used to guide LLM judges, demonstrating that it can significantly increase judge accuracy and reduce the exploitability of re…
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