PhD Position in Code and Proof Generation with Large Language Models

il y a 4 semaines


Paris, Île-de-France INRIA Temps plein

Job Description:

We are seeking a highly motivated PhD student to join our team at INRIA and work on a research project focused on code and proof generation with large language models. The successful candidate will have the opportunity to explore new research directions in neural code generation and applications to formal verification.

Research Project:

The project aims to improve the reliability of large language models (LLMs) based code assistants by exploring possible interactions between the LLM and external tools like a Python interpreter, a test framework, or a proof assistant. The goal is to build a tool to enable the triple interaction human-ITP-LLM for Coq, a popular interactive theorem prover.

Responsibilities:

  • Conduct research on neural code generation and formal verification
  • Develop and fine-tune large language models for code and proof generation
  • Explore interactions between LLMs and external tools
  • Build a tool for triple interaction human-ITP-LLM for Coq

Requirements:

  • Master's degree in Computer Science or related field
  • Strong background in machine learning and natural language processing
  • Experience with large language models and formal verification
  • Good programming skills in Python and Coq

Benefits:

  • Subsidized meals
  • Partial reimbursement of public transport costs
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave
  • Possibility of teleworking
  • Flexible organization of working hours (after 12 months of employment)
  • Professional equipment available (videoconferencing, loan of computer equipment, etc.)
  • Social, cultural and sports events and activities
  • Access to vocational training
  • Social security coverage


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