LARK: NLP & AI Research Lab @ CU
LARK: NLP & AI Research Lab @ CU
Research
News
People
Publications
Contact
Article-Journal
Evaluating Retrieval-Augmented Generation vs. Long-Context Input for Clinical Reasoning over EHRs
Skatje Myers
,
Dmitriy Dligach
,
Timothy a Miller
,
Samantha Barr
,
Yanjun Gao
,
Matthew Churpek
,
Anoop Mayampurath
,
Majid Afshar
Large language models management of medications: three performance analyses
Kelli Henry
,
Steven Xu
,
Kaitlin Blotske
,
Moriah Cargile
,
Erin F Barreto
,
Brian Murray
,
Susan Smith
,
Seth R Bauer
,
Xingmeng Zhao
,
Adeleine Tilley
,
Others
Large Language Models to Detect Stigmatizing Language in Critically Ill Patients With Substance Use Disorders
M Afshar
,
J Caskey
,
Y Gao
,
MM Churpek
,
A Mayampurath
,
D Dligach
,
R Sethi
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study
Yanjun Gao
,
Ruizhe Li
,
Emma Croxford
,
John Caskey
,
Brian W Patterson
,
Matthew Churpek
,
Timothy Miller
,
Dmitriy Dligach
,
Majid Afshar
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification
Maya Kruse
,
Majid Afshar
,
Saksham Khatwani
,
Anoop Mayampurath
,
Guanhua Chen
,
Yanjun Gao
Uncertainty estimation in diagnosis generation from large language models: next-word probability is not pre-test probability
Yanjun Gao
,
Skatje Myers
,
Shan Chen
,
Dmitriy Dligach
,
Timothy Miller
,
Danielle S Bitterman
,
Guanhua Chen
,
Anoop Mayampurath
,
Matthew M Churpek
,
Majid Afshar
Uncovering Hidden Violent Tendencies in LLMs: A Demographic Analysis via Behavioral Vignettes
Quintin Myers
,
Yanjun Gao
Development of a Human Evaluation Framework and Correlation with Automated Metrics for Natural Language Generation of Medical Diagnoses
Emma Croxford
,
Yanjun Gao
,
Brian Patterson
,
Daniel To
,
Samuel Tesch
,
Dmitriy Dligach
,
Anoop Mayampurath
,
Matthew M Churpek
,
Majid Afshar
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review
Emma Croxford
,
Yanjun Gao
,
Nicholas Pellegrino
,
Karen K Wong
,
Graham Wills
,
Elliot First
,
Frank J Liao
,
Cherodeep Goswami
,
Brian Patterson
,
Majid Afshar
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data
Shan Chen
,
Jack Gallifant
,
Marco Guevara
,
Yanjun Gao
,
Majid Afshar
,
Timothy Miller
,
Dmitriy Dligach
,
Danielle S Bitterman
«
»
Cite
×