TY - RPRT TI - Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge AU - Park, Gilchan [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000201536646) AU - Yoon, Byung-Jun [Brookhaven National Laboratory (BNL), Upton, NY (United States)] AU - Luo, Xihaier [Brookhaven National Laboratory (BNL), Upton, NY (United States)] AU - López-Marrero, Vanessa [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0009000639524663) AU - Yoo, Shinjae [Brookhaven National Laboratory (BNL), Upton, NY (United States)] AU - Jha, Shantenu [Brookhaven National Laboratory (BNL), Upton, NY (United States)] PY - 2025 DO - 10.1089/cmb.2025.0078 UR - https://www.osti.gov/biblio/2572414 ID - 2572414 ER -