End-to-end task-oriented dialogue: A survey of tasks, methods, and future directions

End-to-end task-oriented dialogue: A survey of tasks, methods, and future directions

End-to-end task-oriented dialogue (EToD) can directly generate responses in an end-to-end fashion without modular training, which attracts escalating popularity. The advancement of deep neural networks, especially the successful use of large pre-trained models, has further led to significant progres...

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Bibliographic Details
Main Authors: QIN, Libo, PAN, Wenbo, CHEN, Qiguang, LIAO, Lizi, YU, Zhou, ZHANG, Yue, CHE, Wanxiang, LI, Min
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
Abundant resources
End to end
End-to-end task
Modulars
Artificial Intelligence and Robotics
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/8582
https://ink.library.smu.edu.sg/context/sis_research/article/9585/viewcontent/End_to_end_Task_oriented_Dialogue_A_Survey_of_Tasks__Methods__and_Future_Directions.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/8582
https://ink.library.smu.edu.sg/context/sis_research/article/9585/viewcontent/End_to_end_Task_oriented_Dialogue_A_Survey_of_Tasks__Methods__and_Future_Directions.pdf

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