Research Scientist Position: Steering Formal Reasoning Problem Generation for Large Language Models

Há 2 dias


Porto, Porto, Portugal Inria, The French National Research Institute For The Digital Sciences Tempo inteiro
About the Role

We are seeking a highly skilled Research Scientist to join our team at Inria, the French national research institute for the digital sciences. As a member of our team, you will work on designing new methods for steerable problem generation.

The successful candidate will be responsible for surveying existing research, participating in the construction of formal synthetic problem generators, formulating research questions, and evaluating generation strategies on multiple external downstream tasks.

Key Responsibilities
  • Survey existing research on formal reasoning problem generation for large language models
  • Participate in the construction of formal synthetic problem generators using context-free grammars and language models for guidance
  • Formulate research questions, design, and conduct controlled experiments to evaluate generation strategies
  • Evaluate generation strategies on multiple external downstream tasks
Requirements
  • Strong knowledge of deep learning and ideally reinforcement learning
  • Autonomy, critical thinking, and willingness to tackle hard problems
  • Interest in formal algorithms
  • Strong scientific background
  • Knowledge of NLP
Benefits
  • Partial reimbursement of public transport costs
  • 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available (videoconferencing, loan of computer equipment, etc.)
Compensation

The gross monthly salary for this position is €2100 for the first two years and €2190 for the third year.



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