--- title: "Sarvesh Soni — author profile and papers — Elamur Research" description: "Sarvesh Soni, National Institutes of Health: 2 papers on Elamur Research (2026), h-index 8 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/sarvesh-soni/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sarvesh-soni/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sarvesh Soni # Sarvesh Soni Sarvesh Soni has 2 papers in our library, in 2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Dina Demner-Fushman](https://md.research.elamur.ai/free/en/authors/dina-demner-fushman/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5055267862) · [ORCID](https://orcid.org/0000-0003-1704-1039) · [**h-index 8**](https://openalex.org/authors/A5055267862) · [27 works](https://openalex.org/works?filter=author.id:A5055267862) · [601 citations](https://openalex.org/works?filter=author.id:A5055267862&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sarvesh-soni/#papers) · 🔗 Cited 6 times in our library · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12213](https://md.research.elamur.ai/free/en/paper-stars/page/123/#star-12213) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Sarvesh+Soni) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sarvesh+Soni) · [dblp](https://dblp.org/search?q=Sarvesh+Soni) · [ACL Anthology](https://aclanthology.org/search/?q=Sarvesh+Soni) ## Affiliations [🔬**United States National Library of Medicine** Bethesda · United States 2024–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/labs/united-states-national-library-of-medicine/) · [🏛️**National Institutes of Health** Bethesda · United States 2024–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/government/national-institutes-of-health/) · [🎓**The University of Texas Health Science Center at Houston** Houston · United States 2019–2023 · 10 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-health-science-center-at-houston/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Health Informatics · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Health Information Management · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/health-information-management/) · [Health Professions · 1 work](https://md.research.elamur.ai/free/en/shelves/health-professions/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/sarvesh-soni/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Reading Between the Lines: Toward Translating Verbose Patient-authored Messages into Clinician-Formulated Questions](https://md.research.elamur.ai/free/en/papers/soni-2026-reading-between-lines-translating-verbose/)** *(2026)* Messages that patients send through portals tend to bury the actual clinical question in long, emotional stories, so clinicians have to work out what is really being asked. 2. **[Systematic Evaluation of the Quality of Synthetic Clinical Notes Rephrased by LLMs at Million-Note Scale](https://md.research.elamur.ai/free/en/papers/liu-2026-systematic-evaluation-quality-synthetic-clinical/)** *(2026)* Studies of LLM-generated clinical text usually judge it on a single axis, such as similarity to a reference or usefulness for one task. ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[A Paraphrase Generation System for EHR Question Answering ↗](https://aclanthology.org/W19-5003/) Proceedings of the 18th BioNLP Workshop and Shared Task · no summary yet**Sarvesh Soni, Kirk Roberts*2019 · 24 citations* 2. **[Reading Between the Lines: Toward Translating Verbose Patient-authored Messages into Clinician-Formulated Questions](https://md.research.elamur.ai/free/en/papers/soni-2026-reading-between-lines-translating-verbose/) [BioNLP](https://md.research.elamur.ai/free/en/venues/bionlp/)**Sarvesh Soni, Madeline Bittner, Dina Demner-Fushman*2026* 3. **[Systematic Evaluation of the Quality of Synthetic Clinical Notes Rephrased by LLMs at Million-Note Scale](https://md.research.elamur.ai/free/en/papers/liu-2026-systematic-evaluation-quality-synthetic-clinical/) [BioNLP](https://md.research.elamur.ai/free/en/venues/bionlp/)**Jinghui Liu, Sarvesh Soni, Anthony Nguyen*2026* ## Co-authors here 1 co-author with a page, the most papers together first. - [Dina Demner-Fushman](https://md.research.elamur.ai/free/en/authors/dina-demner-fushman/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [BioNLP](https://md.research.elamur.ai/free/en/venues/bionlp/) ×2: [BioNLP 2026](https://md.research.elamur.ai/free/en/venues/bionlp/2026/) ×2 - Proceedings of the 18th BioNLP Workshop and Shared Task ## Cited by Papers of our library cite their works 6 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026