Aman Sinha
About Me
I am second year PhD student at Université de Lorraine, Nancy, France, under the supervision of Marianne Clausel and Mathieu Constant. My research involves exploring the structure of data in medical domain to enhance Natural Language Processing based models. Most recently, I’m interested in 1) exploiting temporal characterstics of medical data to create better outcome prediction models, and 2) integrating knowledge graphs to complement medical decision support systems.
Research Interests
- Medical Language Understanding
- Natural Language Processing
News
- [Nov. 2023] Will be attending LIFT 2023 held at LORIA, Nancy, France.
- [Nov. 2023] Will be presenting a poster on "Can LLMs be used to understand clinical notes better?" atLIFT 2023.
- [Sept. 2023]Attended Tools in Causality Summer School held at Autrans, Grenoble, France.
- [Sept. 2023]Attended CCAIM Summer school.
- [July 2023]Attended ESSAI & ACAI Summer school (virtually).
- [Apr. 2023] Gave a talk "Understanding Medical Language - A deep learning perspective" at PariSanté Campus, Paris, France.
- [Feb. 2023] Visited Simula Research Laboratory, Oslo, Norway.
- [Feb. 2023] Attended AAAI 2023.
Relevant Publications
Preprints
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ArXiv
Workshop Papers
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ARTS 2023
Actes de CORIA-TALN 2023. Actes de l’atelier" Analyse et Recherche de Textes Scientifiques"(ARTS), TALN-CORIA 2023. -
WNLPe-Health 2022
Proceedings of the 19th International Conference on Natural Language Processing: Workshop on Context-aware NLP in eHealth (WNLPe-Health), ICON 2022.
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SMM4H 2022
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task (SMM4H), COLING 2022.
[Complete list: Google Scholar]