Postdoctoral Researcher

il y a 1 semaine


Paris, Île-de-France INRIA Temps plein
Job Title: Postdoctoral Research Visit F/M Automatic analysis of alignment between speakers in conversations

Job Context and Requirements

This postdoctoral research position is part of the ANR PRME SINNet project, which aims to develop socially-aware neural conversational models that can adapt to the agent-user social relationship. The successful candidate will focus on the characterization and modeling of alignment at the word meaning level.

Research Objectives

  • Investigate and analyze the phenomenon of miscommunication due to a lack of lexico-semantic alignment between speakers in a conversation.
  • Produce a semi-automatically annotated corpus with instances of this phenomenon.
  • Propose models that can identify word usages that are potential triggers or causes of miscommunication.
  • Build or adapt systems that can avoid producing potential triggers and adapt to the speaker and conversational situation.
  • Provide ways of evaluating the proposed methodology.

Key Responsibilities

  • Conduct research on conversational AI, word meaning representations, and corpus annotation.
  • Collaborate with the ALMAnaCH team on seminars and reading groups.
  • Participate in the development of socially-aware neural conversational models.

Requirements

  • PhD in Natural Language Processing, Computational Linguistics, Computer Science, or related fields.
  • Knowledge of deep learning and traditional machine learning techniques.
  • Desired prior experience in conversational AI, word meaning representations, and corpus annotation.
  • Strong programming skills in Python.
  • Fluency in English.

Benefits

  • Subsidized meals.
  • Partial reimbursement of public transport costs.
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT + possibility of exceptional leave.
  • Possibility of teleworking.
  • Flexible organization of working hours.
  • Professional equipment available.
  • Access to vocational training.
  • Social security coverage.

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