Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning. - Giridhar Kaushik Ramachandran; Yujuan Fu; Bin Han; Kevin Lybarger; Nicholas J. Dobbins; Özlem Uzuner; Meliha Yetisgen (ClinicalNLP@ACL, 2023)

MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models. - Giridhar Kaushik Ramachandran; Haritha Gangavarapu; Kevin Lybarger; Özlem Uzuner (SemEval@ACL, 2023)

Extracting medication changes in clinical narratives using pre-trained language models. - Giridhar Kaushik Ramachandran; Kevin Lybarger; Yaya Liu; Diwakar Mahajan; Jennifer J. Liang; Ching-Huei Tsou; Meliha Yetisgen; Özlem Uzuner (J. Biomed. Informatics, 2023)

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods. - Yujuan Fu; Giridhar Kaushik Ramachandran; Nicholas J. Dobbins; Namu Park; Michael Leu; Abby R. Rosenberg; Kevin Lybarger; Fei Xia 004; Özlem Uzuner; Meliha Yetisgen (LREC/COLING, 2024)

A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. - Namu Park; Kevin Lybarger; Giridhar Kaushik Ramachandran; Spencer Lewis; Aashka Damani; Özlem Uzuner; Martin L. Gunn; Meliha Yetisgen (LREC/COLING, 2024)

BioMistral-NLU: Towards More Generalizable Medical Language Understanding through Instruction Tuning. - Yujuan Fu; Giridhar Kaushik Ramachandran; Namu Park; Kevin Lybarger; Fei Xia 004; Özlem Uzuner; Meliha Yetisgen (CoRR, 2024)

CACER: Clinical concept Annotations for Cancer Events and Relations. - Yujuan Fu; Giridhar Kaushik Ramachandran; Ahmad Halwani; Bridget T. McInnes; Fei Xia 004; Kevin Lybarger; Meliha Yetisgen; Özlem Uzuner (J. Am. Medical Informatics Assoc., 2024)

Adapting Biomedical Abstracts into Plain language using Large Language Models. - Haritha Gangavarapu; Giridhar Kaushik Ramachandran; Kevin Lybarger; Meliha Yetisgen; Özlem Uzuner (CoRR, 2025)