Nikita Mehandru

3 papers · 2022–2025 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

EMNLP (3)

Top co-authors

Marine Carpuat (2) Sweta Agrawal (2) Niloufar Salehi (2) Blen Gebremeskel (1) Negasi Haile Abadi (1) Ge Gao (1) Monojit Choudhury (1) Hellina Hailu Nigatu (1) Ahmed Alaa (1) Elaine Khoong (1)

Research topics

Natural Language Processing (3) Applications (3) Machine Learning (2) Deep Learning (1) Healthcare & Medicine (1) Interdisciplinary (1) Clinical (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Linguistics (1) Resources & Methods (1)

Keywords

machine translation (3) quality estimation (2) low-resource language (1) error analysis (1) automatic evaluation (1) translation evaluation (1) healthcare domain (1) low-resourced language (1) clinical risk (1) medical terminology (1) medical translation (1) clinical harm detection (1) pre-translation intervention (1) multilingual translation (1)

Papers

Viability of Machine Translation for Healthcare in Low-Resourced Languages EMNLP 2025 Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors EMNLP 2023 Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task EMNLP 2022