Using FHIR to Construct a Corpus of Clinical Questions Annotated with Logical Forms and Answers. - Sarvesh Soni; Meghana Gudala; Daisy Zhe Wang; Kirk Roberts (AMIA, 2019)

A Paraphrase Generation System for EHR Question Answering. - Sarvesh Soni; Kirk Roberts (BioNLP@ACL, 2019)

Patient Cohort Retrieval using Transformer Language Models. - Sarvesh Soni; Kirk Roberts (AMIA, 2020)

Evaluation of Dataset Selection for Pre-Training and Fine-Tuning Transformer Language Models for Clinical Question Answering. - Sarvesh Soni; Kirk Roberts (LREC, 2020)

Deep learning in clinical natural language processing: a methodical review. - Stephen Wu 004; Kirk Roberts; Surabhi Datta; Jingcheng Du; Zongcheng Ji; Yuqi Si; Sarvesh Soni; Qiong Wang; Qiang Wei 002; Yang Xiang 003; Bo Zhao 001; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2020)

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)

Toward a Neural Semantic Parsing System for EHR Question Answering. - Sarvesh Soni; Kirk Roberts (AMIA, 2022)

RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports. - Sarvesh Soni; Meghana Gudala; Atieh Pajouhi; Kirk Roberts (LREC, 2022)

quEHRy: a question answering system to query electronic health records. - Sarvesh Soni; Surabhi Datta; Kirk Roberts (J. Am. Medical Informatics Assoc., 2023)

Toward Relieving Clinician Burden by Automatically Generating Progress Notes using Interim Hospital Data. - Sarvesh Soni; Dina Demner-Fushman (CoRR, 2024)

A Dataset for Addressing Patient's Information Needs related to Clinical Course of Hospitalization. - Sarvesh Soni; Dina Demner-Fushman (CoRR, 2025)