Tong Lee
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 669 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- WILDS: A Benchmark of in-the-Wild Distribution Shifts
2020/12/14 by Pang Wei Koh, Koh, Pang Wei, Shiori Sagawa +43 · 132 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- StarCoder: may the source be with you!
2023/05/09 by Raymond Li, Li, Raymond, Loubna Ben Allal +130 · 124 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Understanding ENSO Diversity
2014/09/22 by Antonietta Capotondi, Andrew T. Wittenberg, Matthew Newman +22 · 46 citations
Environmental Science · Earth and Planetary Sciences · #Climate variability and models #Geology and Paleoclimatology Research #Tropical and Extratropical Cyclones Research
- Evaluating Human-Language Model Interaction
2022/12/19 by Mina Lee, Megha Srivastava, Lee, Mina +33 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- VHELM: A Holistic Evaluation of Vision Language Models
2024/10/09 by Tong Lee, Haoqin Tu, Lee, Tony +19 · 22 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications
- BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
2024/03/27 by Elliot Bolton, Bolton, Elliot, Abhinav Venigalla +19 · 12 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
- Large Language Models for Relevance Judgment in Product Search
2024/06/01 by Navid Mehrdad, Hrushikesh Mohapatra, Mehrdad, Navid +19 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.3.3 #I.2.7 #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Web Data Mining and Analysis
- A Road Map to IndOOS-2: Better Observations of the Rapidly Warming Indian Ocean
2020/06/19 by L. M. Beal, Lisa M. Beal, Jérôme Vialard +47 · 6 citations
Earth and Planetary Sciences · Environmental Science · #Oceanographic and Atmospheric Processes #Marine and coastal ecosystems #Climate variability and models