Frame Interpretation and Validation in a Open Domain Dialogue System
Artur Ventura, Nuno Diegues, David Martins de Matos

TL;DR
This paper introduces an algorithm for open domain dialogue systems that interprets and validates natural language utterances by leveraging dialogue techniques to handle ambiguities and unknown entities.
Contribution
It presents a novel algorithm that processes and validates natural language in open domains, enhancing dialogue systems' understanding capabilities.
Findings
Effective handling of ambiguities in dialogue
Successful validation of utterances against knowledge structures
Improved interaction with unknown entities
Abstract
Our goal in this paper is to establish a means for a dialogue platform to be able to cope with open domains considering the possible interaction between the embodied agent and humans. To this end we present an algorithm capable of processing natural language utterances and validate them against knowledge structures of an intelligent agent's mind. Our algorithm leverages dialogue techniques in order to solve ambiguities and acquire knowledge about unknown entities.
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Taxonomy
TopicsSpeech and dialogue systems · Multi-Agent Systems and Negotiation · Topic Modeling
