AI RESEARCH
Reward Modeling for Scientific Writing Evaluation
arXiv CS.CL
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ArXi:2601.11374v2 Announce Type: replace Scientific writing is an expert-domain task that demands deep domain knowledge, task-specific requirements and reasoning capabilities that leverage the domain knowledge to satisfy the task specifications. While scientific text generation has been widely studied, its evaluation remains a challenging and open problem. It is critical to develop models that can be reliably deployed for evaluating diverse open-ended scientific writing tasks while adhering to their distinct requirements.