About the position
About the research centre or Inria department Created in 2008, the Inria Saclay Center is located at the heart of the Paris-Saclay scientific and technological excellence cluster, which alone accounts for 15% of French research. Serving the development of the Université Paris-Saclay and the Institut Polytechnique de Paris, the Inria Saclay center employs 80 people in research support services and 500 scientists of 54 nationalities. Benefiting from continuous growth, the center now has a total of 42 project-teams and two in the process of being created, including 21 jointly with the Institut Polytechnique de Paris, 16 with the Université Paris-Saclay, as well as 7 Inria EPs, including one in collaboration with Onera and one with the Pôle Universitaire Centre Val de Loire. These research teams are spread over more than ten sites. Assignment The proposed PhD aims to design the next generation of open-source TFMs capable of natively and efficiently processing mixed-type tabular data. The core scientific challenge is to understand how heterogeneous embeddings (numerical, textual, categorical), which give rise to tokens with fundamentally different geometries, can be jointly processed within a single in-context learning architecture. Main activities Writing and publishing research papers. Contributing to open-source software. Skills Compétences techniques et niveau requis :
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