About
Dr. Asma Ben Abacha is a Senior Scientist at Microsoft Health AI. She conducts research and development in Clinical NLP, Computer Vision, Radiology, and Medical AI.
She received a Ph.D. in computer science from Paris-Saclay University (opens in new tab), France. Before joining Microsoft, she worked at the U.S. National Institutes of Health (NIH) (opens in new tab) and the Luxembourg Institute of Science and Technology (LIST) (opens in new tab) on AI/ML projects and developed new models and datasets for Natural Language Processing (NLP) and Computer Vision in the medical domain.
She has published over 90 scientific articles with 6,500+ citations (DBLP (opens in new tab) | Google Scholar (opens in new tab) | ResearchGate (opens in new tab)) and served as Area Chair and reviewer for top conferences and journals in NLP, ML, and medical informatics.
Dr. Ben Abacha launched and co-organized several new competitions in medical NLP/AI that attracted 100+ participating teams such as the international challenges on Medical Question Answering (TREC 2017), Visual Question Answering from Radiology Images (VQA-Med (opens in new tab) 2019-2021), Medical Image Captioning (opens in new tab) @ ImageCLEF (2021-2026), and the MEDIQA shared tasks (opens in new tab) (2019-2026).
She is also a co-organizer of the Clinical NLP workshop (opens in new tab) and co-founder of the North Africans in NLP/ML events & affinity group workshops (e.g., ACL 2021 (opens in new tab) and NeurIPS 2022-2023 (opens in new tab)).
Publications:
- Recent Publications
- dblp: Asma Ben Abacha (opens in new tab)
- Asma Ben Abacha – Google Scholar (opens in new tab)
- Dr. Asma BEN ABACHA – Publications (google.com) (opens in new tab)
Recent Academic Services (2018-2026):
- Founder and co-organizer the MEDIQA (opens in new tab) Shared Tasks 2019 (opens in new tab), 2021 (opens in new tab), 2023 (opens in new tab), 2024 (opens in new tab), 2025 (opens in new tab), 2026 (opens in new tab)
- Co-organizer of the ClinicalNLP workshop 2023 (opens in new tab), 2024 (opens in new tab), 2025 (opens in new tab), 2026 (opens in new tab)
- Co-organizer of the ImageCLEF VQA-Med challenges 2019 (opens in new tab), 2020 (opens in new tab), 2021 (opens in new tab)
- Co-organizer of the ImageCLEF Image Caption Generation challenges 2021 (opens in new tab), 2022 (opens in new tab), 2023 (opens in new tab), 2024 (opens in new tab), 2025 (opens in new tab), 2026 (opens in new tab)
- Co-founder and co-organizer the NeurIPS-NAML workshop 2022 (opens in new tab), 2023 (opens in new tab)
- Senior Area chair for NAACL 2024 (opens in new tab), ACL Rolling Review August 2024 (opens in new tab)
- Area chair for EMNLP 2020 (opens in new tab), ACL 2023 (opens in new tab), NeurIPS 2023, (opens in new tab) NeurIPS 2025 (opens in new tab), NeurIPS 2026 (opens in new tab)
- Reviewer for ACL (opens in new tab) Rolling Review February 2025, the Conference and Labs of the Evaluation Forum – CLEF 2019 (opens in new tab), 2020 (opens in new tab), 2021 (opens in new tab), 2023 (opens in new tab), 2024 (opens in new tab), 2025 (opens in new tab), 2026 (opens in new tab)
- Reviewer for the French NLP Conference “Traitement Automatique du Language Naturel” – TALN 2019 (opens in new tab), 2020 (opens in new tab), 2021 (opens in new tab), 2024 (opens in new tab), 2025 (opens in new tab)
- Program-committee member/Reviewer for other conferences, workshops, and journals such as ACL (opens in new tab), AMIA (opens in new tab), EMNLP (opens in new tab), COLING (opens in new tab), ACL workshop on Advances in Language and Vision Research (opens in new tab), ACL workshop on NLP for Medical Conversations (opens in new tab), Journal of Biomedical Informatics (opens in new tab), Journal of the American Medical Informatics Association (opens in new tab), and BMC Bioinformatics (opens in new tab)