Gao, Yanjun
- Learning to Maximize Mutual Information for Chain-of-Thought Distillation
2024/03/05 by Xin Chen, Hanxian Huang, Chen, Xin +9 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences
- Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding
2022/04/06 by Gao, Yanjun, Dligach, Dmitriy, Miller, Timothy +4 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions
2024/05/06 by Li, Ruizhe, Gao, Yanjun · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models
2022/08/17 by Yanjun Gao, Dmitriy Dligach, Gao, Yanjun +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies
2024/09/23 by Skatje Myers, Myers, Skatje, T. Miller +11 · 4 citations
Decision Sciences · #Data Quality and Management
- Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review
2024/09/26 by Emma Croxford, Croxford, Emma, Yanjun Gao +17 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?
2024/08/15 by Yanjun Gao, Skatje Myers, Gao, Yanjun +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Development and Validation of the Provider Documentation Summarization Quality Instrument for Large Language Models
2025/01/15 by Emma Croxford, Croxford, Emma, Yanjun Gao +34 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
- Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning
2023/06/07 by Brihat Sharma, Sharma, Brihat, Yanjun Gao +9 · 1 citation
Computer Science · Medicine · #Topic Modeling #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education
- Attributing Response to Context: A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation
2025/05/22 by Ruizhe Li, Chen Chen, Li, Ruizhe +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Gaussian Processes and Bayesian Inference
- Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction
2025/01/30 by Maya Kruse, Shimin Hu, Kruse, Maya +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes
2023/06/08 by Yanjun Gao, Dmitriy Dligach, Gao, Yanjun +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling