Multiturn dialogue generation by modeling sentence-level and discourse-level contexts

Abstract Currently, multiturn dialogue models generate human-like responses based on pretrained language models given a dialogue history. However, most existing models simply concatenate dialogue histories, which makes it difficult to maintain a high degree of consistency throughout the generated te...

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Bibliographic Details
Main Authors: Yang Yang, Juan Cao, Yujun Wen, Pengzhou Zhang
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-24787-1