Kevin Lybarger

54 papers C 1Misc 9Journal 37Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancing AI Trustworthiness Through Patient Simulation: Risk Assessment of Conversational Agents for Antidepressant Selection. CoRR Md Tanvir Rouf Shawon, Mohammad Sabik Irbaz, Hadeel R. A. Elyazori, Keerti Reddy Resapu, Yili Lin, Vladimir Franzuela Cardenas, Farrokh Alemi, Kevin Lybarger
2026	—	`conf`	DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation. EACL (Findings) Saadat Hasan Khan, Spencer Hong, Jingyu Wu, Kevin Lybarger, Youbing Yin, Erin Babinsky, Daben Liu
2026	J	`jnl`	DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation. CoRR Saadat Hasan Khan, Spencer Hong, Jingyu Wu, Kevin Lybarger, Youbing Yin, Erin Babinsky, Daben Liu
2025	J	`jnl`	Adapting Biomedical Abstracts into Plain language using Large Language Models. CoRR Haritha Gangavarapu, Giridhar Kaushik Ramachandran, Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner
2025	J	`jnl`	Automated Identification of Incidentalomas Requiring Follow-Up: A Multi-Anatomy Evaluation of LLM-Based and Supervised Approaches. CoRR Namu Park, Farzad Ahmed, Zhaoyi Sun, Kevin Lybarger, Ethan Breinhorst, Julie Hu, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
2025	J	`jnl`	Automated Triaging and Transfer Learning of Incident Learning Safety Reports Using Large Language Representational Models. CoRR Peter Beidler, Mark Nguyen, Kevin Lybarger, Ola Holmberg, Eric Ford, John Kang
2025	J	`jnl`	Identifying Imaging Follow-Up in Radiology Reports: A Comparative Analysis of Traditional ML and LLM Approaches. CoRR Namu Park, Giridhar Kaushik Ramachandran, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen, Martin L. Gunn
2025	J	`jnl`	Patient and clinician acceptability of automated extraction of social drivers of health from clinical notes in primary care. J. Am. Medical Informatics Assoc. Serena Jinchen Xie, Carolin Spice, Patrick Wedgeworth, Raina Langevin, Kevin Lybarger, Angad P. Singh, Brian R. Wood, Jared W. Klein, Gary Hsieh, Herbert Duber, Andrea L. Hartzler
2025	J	`jnl`	Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers. CoRR Massimiliano Albanese, Xinming Ou, Kevin Lybarger, Daniel Lende, Dmitry B. Goldgof
2024	—	`conf`	A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. LREC/COLING Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
2024	J	`jnl`	A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. CoRR Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
2024	J	`jnl`	BioMistral-NLU: Towards More Generalizable Medical Language Understanding through Instruction Tuning. CoRR Yujuan Fu, Giridhar Kaushik Ramachandran, Namu Park, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen
2024	J	`jnl`	CACER: Clinical Concept Annotations for Cancer Events and Relations. CoRR Yujuan Fu, Giridhar Kaushik Ramachandran, Ahmad Halwani, Bridget T. McInnes, Fei Xia, Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner
2024	J	`jnl`	CACER: Clinical concept Annotations for Cancer Events and Relations. J. Am. Medical Informatics Assoc. Yujuan Fu, Giridhar Kaushik Ramachandran, Ahmad Halwani, Bridget T. McInnes, Fei Xia, Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner
2024	C	`conf`	Classifying Human-Generated and AI-Generated Election Claims in Social Media. SECRYPT Alphaeus Dmonte, Marcos Zampieri, Kevin Lybarger, Massimiliano Albanese, Genya Coulter
2024	J	`jnl`	Classifying Human-Generated and AI-Generated Election Claims in Social Media. CoRR Alphaeus Dmonte, Marcos Zampieri, Kevin Lybarger, Massimiliano Albanese, Genya Coulter
2024	—	`conf`	Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods. LREC/COLING Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J. Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen
2024	J	`jnl`	Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods. CoRR Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J. Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen
2024	J	`jnl`	Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning. CoRR Md. Mushfiqur Rahman, Mohammad Sabik Irbaz, Kai North, Michelle S. Williams, Marcos Zampieri, Kevin Lybarger
2024	J	`jnl`	Health text simplification: An annotated corpus for digestive cancer education and novel strategies for reinforcement learning. J. Biomed. Informatics Md. Mushfiqur Rahman, Mohammad Sabik Irbaz, Kai North, Michelle S. Williams, Marcos Zampieri, Kevin Lybarger
2023	J	`jnl`	Advancements in extracting social determinants of health information from narrative text. J. Am. Medical Informatics Assoc. Kevin Lybarger, Oliver J. Bear Don't Walk IV, Meliha Yetisgen, Özlem Uzuner
2023	J	`jnl`	Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model. J. Digit. Imaging Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen
2023	J	`jnl`	Extracting medication changes in clinical narratives using pre-trained language models. J. Biomed. Informatics Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu, Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Meliha Yetisgen, Özlem Uzuner
2023	—	`conf`	HuskyScribe at MEDIQA-Sum 2023: Summarizing Clinical Dialogues with Transformers. CLEF (Working Notes) Bin Han, Haotian Zhu, Sitong Zhou, Sofia Ahmed, Md. Mushfiqur Rahman, Fei Xia, Kevin Lybarger
2023	J	`jnl`	Integrating patient voices into the extraction of social determinants of health from clinical notes: ethical considerations and recommendations. J. Am. Medical Informatics Assoc. Andrea L. Hartzler, Serena Jinchen Xie, Patrick Wedgeworth, Carolin Spice, Kevin Lybarger, Brian R. Wood, Herbert Duber, Gary Hsieh, Angad P. Singh, Kase Cragg, Shoma Goomansingh, Searetha Simons, J. J. Wong, Angeilea' Yancey-Watson
2023	J	`jnl`	Leveraging natural language processing to augment structured social determinants of health data in the electronic health record. J. Am. Medical Informatics Assoc. Kevin Lybarger, Nicholas J. Dobbins, Ritche Long, Angad P. Singh, Patrick Wedgeworth, Özlem Uzuner, Meliha Yetisgen
2023	—	`conf`	MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models. SemEval@ACL Giridhar Kaushik Ramachandran, Haritha Gangavarapu, Kevin Lybarger, Özlem Uzuner
2023	J	`jnl`	MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models. CoRR Giridhar Kaushik Ramachandran, Haritha Gangavarapu, Kevin Lybarger, Özlem Uzuner
2023	—	`conf`	Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning. ClinicalNLP@ACL Giridhar Kaushik Ramachandran, Yujuan Fu, Bin Han, Kevin Lybarger, Nicholas J. Dobbins, Özlem Uzuner, Meliha Yetisgen
2023	J	`jnl`	Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning. CoRR Giridhar Kaushik Ramachandran, Yujuan Fu, Bin Han, Kevin Lybarger, Nicholas J. Dobbins, Özlem Uzuner, Meliha Yetisgen
2023	J	`jnl`	The 2022 n2c2/UW Shared Task on Extracting Social Determinants of Health. CoRR Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner
2023	J	`jnl`	The 2022 n2c2/UW shared task on extracting social determinants of health. J. Am. Medical Informatics Assoc. Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner
2022	Misc	`conf`	A Corpus of Radiology Reports From Multiple Imaging Modalities With Fine-grained Event-based Annotations. AMIA Kevin Lybarger, Namu Park, Sitong Zhou, Aashka Damani, Alison Brennan, Jagjeet Gill, Nianiella Dorvall, Vy Huynh, Spencer Lewis, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen
2022	J	`jnl`	Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models. CoRR Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu, Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Meliha Yetisgen, Özlem Uzuner
2022	J	`jnl`	Generalizing through Forgetting - Domain Generalization for Symptom Event Extraction in Clinical Notes. CoRR Sitong Zhou, Kevin Lybarger, Meliha Yetisgen, Mari Ostendorf
2022	—	`conf`	Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation. NAACL-HLT (Student Research Workshop) Xiruo Ding, Kevin Lybarger, Justin Tauscher, Trevor Cohen
2022	J	`jnl`	Leveraging Natural Language Processing to Augment Structured Social Determinants of Health Data in the Electronic Health Record. CoRR Kevin Lybarger, Nicholas J. Dobbins, Ritche Long, Angad P. Singh, Patrick Wedgeworth, Özlem Ozuner, Meliha Yetisgen
2021	Misc	`conf`	An exploration of information extraction models on transcribed patient visits. AMIA Kevin Lybarger, Erica Qiao, Meliha Yetisgen
2021	J	`jnl`	Annotating social determinants of health using active learning, and characterizing determinants using neural event extraction. J. Biomed. Informatics Kevin Lybarger, Mari Ostendorf, Meliha Yetisgen
2021	Misc	`conf`	Automatic Detection of Surgical Site Infections Using EHR Data. AMIA Arjun Chakraborty, Kevin Lybarger, Dustin Long, Vikas O. Shah, Meliha Yetisgen
2021	J	`jnl`	Event-based clinical findings extraction from radiology reports with pre-trained language model. CoRR Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen
2021	J	`jnl`	Extracting COVID-19 diagnoses and symptoms from clinical text: A new annotated corpus and neural event extraction framework. J. Biomed. Informatics Kevin Lybarger, Mari Ostendorf, Matthew Thompson, Meliha Yetisgen
2021	J	`jnl`	Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model. CoRR Kevin Lybarger, Aashka Damani, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen
2021	Misc	`conf`	Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework. AMIA Kevin Lybarger, Linzee Mabrey, Matthew R. Thau, Pavan K. Bhatraju, Mark M. Wurfel, Meliha Yetisgen
2021	J	`jnl`	Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework. CoRR Kevin Lybarger, Linzee Mabrey, Matthew Thau, Pavan K. Bhatraju, Mark M. Wurfel, Meliha Yetisgen
2020	Misc	`conf`	A Novel Corpus With Detailed Annotations of Social Determinants of Health. AMIA Kevin Lybarger, Elizabeth Chang, Kylie Kerker, Jolie Shen, Erica Qiao, Özlem Uzuner, Mari Ostendorf, Meliha Yetisgen
2020	J	`jnl`	Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction. CoRR Kevin Lybarger, Mari Ostendorf, Meliha Yetisgen
2020	J	`jnl`	Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework. CoRR Kevin Lybarger, Mari Ostendorf, Matthew Thompson, Meliha Yetisgen
2019	Misc	`conf`	Automatic Identification of Social Determinants of Health from Clinical Records. AMIA Kevin Lybarger, Mari Ostendorf, Özlem Uzuner, Meliha Yetisgen
2018	J	`jnl`	Asynchronous Speech Recognition Affects Physician Editing of Notes. Appl. Clin. Inform. Kevin Lybarger, Mari Ostendorf, Eve A. Riskin, Thomas H. Payne, Andrew A. White, Meliha Yetisgen
2018	Misc	`conf`	Using Neural Multi-task Learning to Extract Substance Abuse Information from Clinical Notes. AMIA Kevin Lybarger, Meliha Yetisgen, Mari Ostendorf
2018	J	`jnl`	Using voice to create hospital progress notes: Description of a mobile application and supporting system integrated with a commercial electronic health record. J. Biomed. Informatics Thomas H. Payne, W. David Alonso, Andrew Markiel, Kevin Lybarger, Andrew A. White
2017	Misc	`conf`	Automatically Detecting Likely Edits in Clinical Notes Created Using Automatic Speech Recognition. AMIA Kevin Lybarger, Mari Ostendorf, Meliha Yetisgen
2017	Misc	`conf`	Improving Electronic Inpatient Progress Notes Using Voice: Results from the VGEENS Project. AMIA Thomas H. Payne, Andrew Markiel, William D. Alonso, Ross J. Lordon, Kevin Lybarger, Meliha Yetisgen, Jennifer M. Zech, Andrew A. White