Logical Reasoning for Task Oriented Dialogue Systems

• Published in: arXiv.org
• Main Authors: Beygi, Sajjad, Fazel-Zarandi, Maryam, Cervone, Alessandra, Krishnan, Prakash, Siddhartha Reddy Jonnalagadda
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 08.02.2022
• Subjects: Cognition & reasoning; Context; Datasets; Interactive computer systems; Knowledge bases (artificial intelligence); Mathematical models; Reasoning; Training

In recent years, large pretrained models have been used in dialogue systems to improve successful task completion rates. However, lack of reasoning capabilities of dialogue platforms make it difficult to provide relevant and fluent responses, unless the designers of a conversational experience spend...