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Bhawesh Kumar
Bhawesh Kumar
Verily Life Sciences
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Title
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Year
Conformal Prediction with Large Language Models for Multi-Choice Question Answering
B Kumar, C Lu, G Gupta, A Palepu, D Bellamy, R Raskar, A Beam
ICML 2023 (Neural Conversational AI TEACH) workshop, 2023
352023
Assessment of ChatGPT success with specialty medical knowledge using anaesthesiology board examination practice questions
D Shay, B Kumar, D Bellamy, A Palepu, M Dershwitz, JM Walz, ...
British journal of anaesthesia 131 (2), e31-e34, 2023
252023
Performance of a large language model on practice questions for the neonatal board examination
K Beam, P Sharma, B Kumar, C Wang, D Brodsky, CR Martin, A Beam
JAMA pediatrics 177 (9), 977-979, 2023
172023
Towards reliable zero shot classification in self-supervised models with conformal prediction
B Kumar, A Palepu, R Tuwani, A Beam
NeurIPS 2022 (Self-Supervised Learning) Workshop, 2022
92022
Could ChatGPT-4 pass an anaesthesiology board examination? Follow-up assessment of a comprehensive set of board examination practice questions
D Shay, B Kumar, S Redaelli, D von Wedel, M Liu, M Dershwitz, ...
British Journal of Anaesthesia 132 (1), 172-174, 2024
52024
Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data
DR Bellamy, B Kumar, C Wang, A Beam
arXiv preprint arXiv:2312.11502, 2023
32023
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection
B Kumar, J Amar, E Yang, N Li, Y Jia
Machine Learning for Healthcare (MLHC) 2024, 2024
12024
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation
E Yang, J Amar, JH Lee, B Kumar, Y Jia
arXiv preprint arXiv:2407.18044, 2024
2024
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