Sarvesh Soni

According to our database, Sarvesh Soni authored at least 15 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Reverse Probing: Supervised Token-level Uncertainty Quantification for Large Language Models in Clinical Text.

Bushi Xiao, Sarvesh Soni, Daisy Zhe Wang

CoRR, May, 2026

Systematic Evaluation of the Quality of Synthetic Clinical Notes Rephrased by LLMs at Million-Note Scale.

Jinghui Liu, Sarvesh Soni, Anthony N. Nguyen

CoRR, May, 2026

A Dataset and Resources for Identifying Patient Health Literacy Information from Clinical Notes.

Madeline Bittner, Dina Demner-Fushman, Yasmeen Shabazz, Davis Bartels, Dukyong Yoon, Brad Quitadamo, Rajiv Menghrajani, Leo Celi, Sarvesh Soni

CoRR, March, 2026

2025

Automated Evaluation can Distinguish the Good and Bad AI Responses to Patient Questions about Hospitalization.

Sarvesh Soni, Dina Demner-Fushman

CoRR, October, 2025

A Dataset for Addressing Patient's Information Needs related to Clinical Course of Hospitalization.

Sarvesh Soni, Dina Demner-Fushman

CoRR, June, 2025

2024

Toward Relieving Clinician Burden by Automatically Generating Progress Notes using Interim Hospital Data.

Sarvesh Soni, Dina Demner-Fushman

CoRR, 2024

2023

quEHRy: a question answering system to query electronic health records.

Sarvesh Soni, Surabhi Datta, Kirk Roberts

J. Am. Medical Informatics Assoc., 2023

2022

RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports.

Sarvesh Soni, Meghana Gudala, Atieh Pajouhi, Kirk Roberts

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Toward a Neural Semantic Parsing System for EHR Question Answering.

Sarvesh Soni, Kirk Roberts

Proceedings of the AMIA 2022, 2022

2021

An evaluation of two commercial deep learning-based information retrieval systems for COVID-19 literature.

Sarvesh Soni, Kirk Roberts

J. Am. Medical Informatics Assoc., 2021

2020

Deep learning in clinical natural language processing: a methodical review.

Stephen Wu, Kirk Roberts, Surabhi Datta, Jingcheng Du, Zongcheng Ji, Yuqi Si, Sarvesh Soni, Qiong Wang, Qiang Wei, Yang Xiang, Bo Zhao, Hua Xu

J. Am. Medical Informatics Assoc., 2020

Evaluation of Dataset Selection for Pre-Training and Fine-Tuning Transformer Language Models for Clinical Question Answering.

Sarvesh Soni, Kirk Roberts

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Patient Cohort Retrieval using Transformer Language Models.

Sarvesh Soni, Kirk Roberts

Proceedings of the AMIA 2020, 2020

2019

A Paraphrase Generation System for EHR Question Answering.

Sarvesh Soni, Kirk Roberts

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Using FHIR to Construct a Corpus of Clinical Questions Annotated with Logical Forms and Answers.

Sarvesh Soni, Meghana Gudala, Daisy Zhe Wang, Kirk Roberts

Proceedings of the AMIA 2019, 2019