@inproceedings{rawat-etal-2025-encoder, title = "Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight {GPT} in Astronomy Knowledge Extraction", author = "Rawat, Shivam and Flek, Lucie and Karimi, Akbar", editor = "Accomazzi, Alberto and Ghosal, Tirthankar and Grezes, Felix and Lockhart, Kelly", booktitle = "Proceedings of the Third Workshop for Artificial Intelligence for Scientific Publications", month = dec, year = "2025", address = "Mumbai, India and virtual", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-ijcnlp-aacl/2025.wasp-main.22/", pages = "195--200", ISBN = "979-8-89176-310-4" }