Frame Interpretation and Validation in a Open Domain Dialogue System

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.