VILLA: Versatile Information Retrieval From Scientific Literature Using Large LAnguage Models. - Blessy Antony; Amartya Dutta; Sneha Aggarwal; Vasu Gatne; Ozan Gökdemir; Samantha Grimes; Adam Lauring; Brian R. Wasik; Anuj Karpatne; T. M. Murali 001 (CoRR, 2026)