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cs.CL2025
Evaluating Novelty in AI-Generated Research Plans Using Multi-Workflow LLM Pipelines
Devesh Saraogi, Rohit Singhee, Dhruv Kumar
The integration of Large Language Models (LLMs) into the scientific ecosystem raises fundamental questions about the creativity and originality of AI-generated research. Recent wor…
cs.CL2025
Evaluating LLMs for Zeolite Synthesis Event Extraction (ZSEE): A Systematic Analysis of Prompting Strategies
Charan Prakash Rathore, Saumi Ray, Dhruv Kumar
Extracting structured information from zeolite synthesis experimental procedures is critical for materials discovery, yet existing methods have not systematically evaluated Large L…