PhD Position in Code and Proof Generation with Large Language Models

il y a 2 semaines


Paris, Île-de-France INRIA Temps plein

Research Opportunity in Neural Code Generation and Formal Verification

INRIA is seeking a highly motivated PhD candidate to explore new research in neural code generation and applications to formal verification.

Project Overview

Generative AI is gaining momentum, and Large Language Models (LLMs) have shown promise in tackling various problems, including linguistics, maths, commonsense reasoning, biology, and physics. This project aims to investigate the capabilities of LLMs for software development and formal verification.

Research Objectives

  • Explore new research in neural code generation and applications to formal verification.
  • Develop a tool to enable the triple interaction human-ITP-LLM for Coq.
  • Build a system to formalize a specification in Coq, generate corresponding code, and prove correctness using existing formalized semantics.

Requirements

  • Master's degree or equivalent in a relevant field.
  • Strong background in computer science, mathematics, or a related field.
  • Excellent programming skills, particularly in Python.
  • Experience with formal verification tools and techniques.

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.

Language

English.



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