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Communication Dans Un Congrès Année : 2018

Detecting User's Likes and Dislikes for a Virtual Negotiating Agent

Résumé

This article tackles the issue of the detection of the user's likes and dislikes in a negotiation with a virtual agent for helping the creation of a model of user's preferences. We introduce a linguistic model of user's likes and dislikes as they are expressed in a negotiation context. The identification of syntactic and semantic features enables the design of formal grammars embedded in a bottom-up and rule-based system. It deals with conversational context by considering simple and collaborative likes and dislikes within adjacency pairs. We present the annotation campaign we conduct by recruiting annotators on CrowdFlower and using a dedicated annotation platform. Finally, we measure agreement between our system and the human reference. The obtained scores show substantial agreement
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Dates et versions

hal-04276038 , version 1 (08-11-2023)

Identifiants

Citer

Caroline Langlet, Chloé Clavel. Detecting User's Likes and Dislikes for a Virtual Negotiating Agent. ICMI '18: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Oct 2018, Boulder CO USA, France. pp.103-110, ⟨10.1145/3242969.3243024⟩. ⟨hal-04276038⟩
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