Data science & artificial intelligence
For digitalized industry & services
Orson Jay is a student at Ecole Centrale de Nantes, in Year 1 of the Statistics and Data Science Master’s program. The title of his internship is “Multi-label prediction of social skills in asynchronous video interviews via recurrent neural networks” and is taking place between 01/04/2020 and 28/08/2020. Orson is studying the general skills employers look for in asynchronous video interviews during his internship. He is using a corpus analysis method, studying recent literature on multi-label and label embedding models, and implementing recurrent neural networks based on LSTM or GRU units to solve multi-label problems. Chloé Clavel, teacher-researcher at Télécom Paris and Léo Hemamou, doctoral student at Télécom Paris are supervising the internship.
Key words: automatic natural language processing, deep learning, multi-label models.