AIBullisharXiv – CS AI · Mar 36/103
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ScholarEval: Research Idea Evaluation Grounded in Literature
Researchers introduce ScholarEval, a retrieval-augmented framework for evaluating AI-generated research ideas based on soundness and contribution metrics. The system outperformed OpenAI's o1-mini-deep-research baseline across multiple evaluation criteria in testing with 117 expert-annotated research ideas across four scientific disciplines.