Textual Interface Driven Task-Oriented Dialogue Systems

Traditional end-to-end task-oriented dialogue systems have been built with a modularized design. However, such design often causes misalignment between the agent response and external knowledge, due to inadequate representation of information. Furthermore, its evaluation metrics emphasize assessing the agent's pre-lexicalization response, neglecting the quality of the completed response. In this work, we propose a novel paradigm that uses a textual interface to align external knowledge and eliminate redundant processes.

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Qingyang Wu, Deema Alnuhait, Derek Chen, Zhou Yu (2024). Dataset: Textual Interface Driven Task-Oriented Dialogue Systems. https://doi.org/10.57702/noodip5q

DOI retrieved: December 16, 2024

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Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.48550/arXiv.2305.13710
Author Qingyang Wu
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Deema Alnuhait
Derek Chen
Zhou Yu