Category Archives: Open Position

[Open PhD Position] PhD Position on Trustworthy Large Language Models with Natural Language Instructions

In the frame of the TRAIL joint research lab between AXA and Sorbonne University, we are pleased to open a new PhD position on Trustworthy LLMs (Large Language Models).
The objective will be to delve into trustworthy AI alignment, exploring novel methodologies to bridge the gap between the capabilities of LLMs and ethical considerations, along with expert knowledge, essential for their responsible deployment.

The position is open at Sorbonne University TRAIL joint research lab.

[Open PhD Position] PhD Position on the Evaluation of Reasoning in Large Language Models

In the frame of the TRAIL joint research lab between AXA and Sorbonne University, we are pleased to open a new PhD position on the evaluation and assessment of reasoning in LLMs (Large Language Models) and Foundation Models.
Following the development of adequate assessments of the reasoning abilities, a study of LLMs reasoning abilities and limits will be performed. This research will also explore the link with interpretability, aiming to delve deeper into understanding LLMs reasoning, with contributions on the reliability and transparency of these models.

The position is open at Sorbonne University TRAIL joint research lab.

[Closed application] PhD Position in ML Explainability – Differential Explainability

In the frame of the TRAIL joint research lab between AXA and Sorbonne University, we are pleased to open a new PhD position in machine learning explainability.
The objective will be to develop the novel idea of “differential interpretability” and propose solutions to explain the differences between two models, in particular after re-training or mechanisms like transfer learning.

The candidate should have a master’s degree in Computer Science, AI/ML, applied mathematics or equivalent, experience in research or R&D and a strong motivation.

The position is open at Sorbonne University TRAIL joint research lab.

  • Title: Defining Differential Explanations: Understanding the Dynamic of Changes in Machine Learning Models
  • PhD Proposal (PDF): TRAIL_Differential_XAI_PhD_Proposal
  • To apply: the application is closed