Sanjay Kamath
- me [at] sanjaykamath.eu
- sanjaykamath
- rsanjaykamath
- rsanjaykamath
- Paris, France
I have defended my PhD thesis on 'Question Answering with Hybrid Data and Models' on the 6th of February 2020 at LIMSI and currently working in Total Saclay R&D center as a Research Scientist in Data science and Artificial Intelligence where my research is focused on Natural Language Processing. My thesis can be found on this link and the presentation on this link.
Work Experiences
Research Scientist
Research work on Natural Language Processing and Text Analysis.
Doctoral Research
Topic: Question Answering with hybrid data and models.
Project: ANR Project GOASQ
Supervisors: Prof. Brigitte Grau and Associate Prof. Yue Ma
Teaching Assistant
Project supervision for semester 4 students on the topics of Android application development, Unity 3D game development, Garmin wear application development.
Practical exercise supervision for semester 2 students on the topics of Human Machine Interaction course.
Research Intern
Master thesis work done under supervision of Prof. Marie-Christine Fauvet and Prof. Lorraine Geouriot.
Research Intern
Master 1 research internship done under supervision of Prof. Marie-Christine Fauvet.
Publications
Measuring semantic similarity of clinical trial outcomes using deep pre-trained language representations
Journal of Biomedical Informatics: X, October 2019
Link: Click Here
How to Pre-Train Your Model? Comparison of Different Pre-Training Models for Biomedical Question Answering.
Proceedings of the 7th BioASQ Workshop A challenge on large-scale biomedical semantic indexing and question answering. ECMLPKDD, September 2019.
Link : Click Here
Predicting and Integrating Expected Answer Types into a Simple Recurrent Neural Network Model for Answer Sentence Selection.
20th International Conference on Computational Linguistics and Intelligent Text Processing - CICLING 2019, April 2019.
Link: Click Here
An Adaption of BIOASQ Question Answering dataset for Machine Reading systems by Manual Annotations of Answer Spans.
Proceedings of the 6th BioASQ Workshop A challenge on large-scale biomedical semantic indexing and question answering. EMNLP, October 2018.
Link: Click Here
Verification of the Expected Answer Type for Biomedical Question Answering.
HQA workshop, companion proceedings of the The Web Conference 2018, April 2018.
Link: Click Here
A Study of Word Embeddings for Biomedical Question Answering.
4e édition du Symposium sur l’Ingénierie de l’Information Médicale, November 2017.
Link: Click Here
Offering Context-Aware Personalised Services for Mobile Users
Proceedings of the International Conference on Service-Oriented Computing, 2015
Link: Click Here
Processing natural language queries to disambiguate named entities and extract users' goals: application to e-Tourism
Proceedings of the Junior Researchers track at the French conference on Information Retreival (CORIA). Toulouse, 2015.
Link: Click Here
Using Explicit and Implicit Feedback to Model Context for Proactive Recommendations
Master 2 research internship report.
Link: Click Here
Discovering Context Information and Parameters from a Natural Language query
Master 1 research internship report.
Link: Click Here