AIBullisharXiv – CS AI · 4h ago6/10
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GoodPoint: Learning Constructive Scientific Paper Feedback from Author Responses
Researchers introduce GoodPoint, an AI system trained to generate constructive scientific feedback by learning from author responses to peer review. The method improves feedback quality by 83.7% over baseline models and outperforms larger LLMs like Gemini-3-flash, demonstrating that specialized training on valid, actionable feedback signals yields better results than general-purpose models.
🧠 Gemini