Postdoctoral Researcher in Conversational AI
il y a 3 semaines
We are seeking a highly motivated postdoctoral researcher to join our team at INRIA, specializing in Natural Language Processing (NLP) and Conversational AI. The successful candidate will be part of the ALMAnaCH team, working on the development of socially-aware neural conversational models.
Context and ObjectivesThis postdoc position is part of the ANR PRME SINNet project, aiming to create conversational systems that can adapt to the agent-user social relationship. The researcher will focus on the characterization and modeling of alignment at the word meaning level, investigating cases of miscommunication due to a lack of lexico-semantic alignment between speakers.
Responsibilities- Investigate and analyze the phenomenon of miscommunication due to lexico-semantic alignment in human conversations.
- 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.
- Develop systems that can avoid producing potential triggers, adapt to the speaker and conversational situation, and mirror human behavior and repair strategies.
- Evaluate the proposed methodology.
- PhD in NLP, Computational Linguistics, Computer Science with a specialization in Machine Learning, 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.
- 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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