In the context of a collaboration with the company Bluenove, Almanach offers 2 positions: a post-doctoral research position, 12 months an engineer position , 12 months For both positions, the candidates are invited to contact Éric de la Clergerie and to join a detailed curriculum vitae a motivation letter before *** February 20th 2018 *** Context Bluenove develops the collaborative plateform Assembl to manage citizen debates about societal issues. The collaboration with the Almanach team aims to extend Assembl with intelligent modules for a better management and exploitation of the discussions. These modules will in particular rely on fine-grained linguistic analysis of the discussions. Post-doctoral research position The work will explore the design of modules first to analyze the content of the discussions taking place during a debate, and then progressively to interact as agents within the on-going discussions. The analysis part will adress issues such as the construction of semantic maps, accurate visualizations of the ongoing exchanges, and help for orienting new participants in a debate (rooting). The analysis will also consider the interactions between the participants and all kinds of stylistic, semantic, and discursive elements to identify the key elements of a thread of discussion (to propose automatic summaries) and to identify the main actors (in terms of ideas, synthesis, coordination, ...) The interaction part with the participants should progressively propose richer conversational forms (chatbot), by exploiting the analysis of the discussion and a good knowledge of the actors (history, profiles) to get over rigid scripted scenari. The post-doctoral researcher will have to identify the main issues, to explore and select the best practical solutions, to complete them with his/her own developments, and to run some experimentations and evaluations. Whenever possible and modulo confidentiality issues, he/she will be encouraged to publish. Profile: PhD in Computer Science or Computational Linguistics strong competences in Natural Language Processing competences in Machine Learning (and even better in Deep Learning) excellent research track records good programming skills good language level inFrench and English Duration: 12 months Salary: ~ 2600 Euros/month (gross salary), depending on experience Location: mostly at INRIA Paris (12th arrondissement) but also at Bluenove (Paris) Applications: a detailed curriculum vitae (list of publications, a summary of the PhD) together with a motivation letter should be sent to Éric de la Clergerie (eric.de_la_clergerie at inria.fr) before *** February 20th 2018 ***