Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema

Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema

Task-oriented dialog systems empower users to accom- plish their goals by facilitating intuitive and expres- sive natural language interactions. State-of-the-art ap- proaches in task-oriented dialog systems formulate the problem as a conditional sequence generation task and fine-tune pre-trained cau...

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Bibliographic Details
Main Authors: Adib Mosharrof, M.H. Maqbool, A.B. Siddique
Format: Article
Language:English
Published: LibraryPress@UF 2023-05-01
Series:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Subjects:
task oriented dialog system
gpt
natural language processing
sgd dataset
dstc8
end to end tod
zero shot generalizable
Online Access:https://journals.flvc.org/FLAIRS/article/view/133072
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https://journals.flvc.org/FLAIRS/article/view/133072

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