OpenReviewer, a fine-tuned Llama-3.1-8B model trained on 79,000 expert reviews, generates more critical and human-aligned paper reviews than GPT-4o and Claude-3.5.
However, it does not address the assumptions (e.g., Assumption 2) or the need for more complex real-world applications, which were highlighted in the expert reviews
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OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews
OpenReviewer, a fine-tuned Llama-3.1-8B model trained on 79,000 expert reviews, generates more critical and human-aligned paper reviews than GPT-4o and Claude-3.5.