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Do LLMs Know a Good Hypothesis When They See One? Logit-Based Energy Scoring Outperforms Prompted LLM-as-Judge for Scientific Hypothesis Ranking

arXiv – CS AI|Swati Rajwal, Sanjay Das, Tirthankar Ghosal|
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