most citedMLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility

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cs.CL2025

SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings

Farhana Keya, Gollam Rabby, Prasenjit Mitra +3

Every scientific discovery starts with an idea inspired by prior work, interdisciplinary concepts, and emerging challenges. Recent advancements in large language models (LLMs) trai…