Papers by Tejash Prasad
ReviewEval: An Evaluation Framework for AI-Generated Reviews (2025.findings-emnlp)
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| Challenge: | escalating volume of academic research necessitates innovative approaches to peer review . authors propose reviewEval, ReviewAgent and ReviewEval to improve on existing reviews . |
| Approach: | They propose a framework for AI-generated reviews that measures alignment with human assessments . they propose 'reviewAgent' that iteratively optimizes its intermediate outputs and external improvement loops . |
| Outcome: | The proposed framework improves actionable insights and analytical depth by 6.78% and 47.62% over baselines and expert reviews. |