Sarvesh Soni

3 papers · 2019–2025 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ACL (3)

Top co-authors

Dina Demner-Fushman (2) Kirk Roberts (1) Soumya Gayen (1)

Research topics

Deep Learning (3) Healthcare & Medicine (3) Natural Language Processing (3) Clinical (3) Applications (2) Generation (2) Models (2) Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types (1) Resources & Methods (1)

Keywords

electronic health record (3) question answering (2) large language model (2) privacy preservation (1) paraphrase generation (1) medical nlp (1) sequence-to-sequence learning (1) variational autoencoder (1) evidence retrieval (1) clinical evidence (1) local model (1) clinical documentation (1) medical text generation (1) medical note generation (1) grounded question answering (1) question paraphrasing (1) few-shot learning (1) progress note (1) knowledge distillation (1) text generation (1)

Papers

Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025 A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation ACL 2024 A Paraphrase Generation System for EHR Question Answering ACL 2019