Nair, Varun

1. Training Neural Networks with Fixed Sparse Masks
   2021/11/18 by Yi-Lin Sung, Varun Nair, Sung, Yi-Lin +3 · 29 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
2. DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents
   2023/03/30 by Varun Nair, Elliot Schumacher, Nair, Varun +5 · 1 voice · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
3. Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models
   2023/05/10 by Nair, Varun, Schumacher, Elliot, Kannan, Anitha · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Extrinsically-Focused Evaluation of Omissions in Medical Summarization
   2023/11/14 by Elliot Schumacher, Schumacher, Elliot, Daniel Rosenthal +10 · 1 citation
   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