Beam, Andrew

1. Conformal Prediction with Large Language Models for Multi-Choice Question Answering
   2023/05/28 by Bhawesh Kumar, Kumar, Bhawesh, Charlie Lu +11 · 26 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
2. Large Language Models in Mental Health Care: a Scoping Review
   2024/01/01 by Yining Hua, Hua, Yining, Fenglin Liu +18 · 18 citations
   Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing
3. The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem
   2024/07/01 by Joe B. Hakim, Jeffery L. Painter, Hakim, Joe B +15 · 8 citations
   Immunology and Microbiology · Pharmacology, Toxicology and Pharmaceutics · Social Sciences · #Academic integrity and plagiarism #Artificial Intelligence (cs.AI) #Biosimilars and Bioanalytical Methods #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2.1 #I.2.7 #I.7.1 #Machine Learning (cs.LG) #Pharmacovigilance and Adverse Drug Reactions
4. Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data
   2023/12/09 by David R. Bellamy, Bellamy, David R., Bhawesh Kumar +5 · 2 citations
   Computer Science · #Machine Learning in Healthcare #Topic Modeling
5. Exemplar Auditing for Multi-Label Biomedical Text Classification
   2020/04/07 by Allen Schmaltz, Andrew L. Beam, Schmaltz, Allen +1 · 1 citation
   Computer Science · #Text and Document Classification Technologies #Topic Modeling #Machine Learning in Healthcare