Unell, Alyssa
- Why are Visually-Grounded Language Models Bad at Image Classification?
2024/05/28 by Yuhui Zhang, Alyssa Unell, Zhang, Yuhui +11 · 31 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
2025/05/26 by Suhana Bedi, Hejie Cui, Bedi, Suhana +153 · 27 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records
2025/03/06 by Cui, Hejie, Unell, Alyssa, Chen, Bowen +4 · 9 citations
#68T37 #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #I.2.7 #J.3 #Machine Learning (cs.LG) #and Science (cs.CE)
- μ-Bench: A Vision-Language Benchmark for Microscopy Understanding
2024/07/01 by Alejandro Lozano, Jeffrey Nirschl, Lozano, Alejandro +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representations
2024/06/13 by Rylan Schaeffer, Victor Lecomte, Schaeffer, Rylan +23 · 1 citation
Computer Science · Medicine · #Topological and Geometric Data Analysis #Medical Imaging Techniques and Applications