Details of Research Outputs

TitleLanguage Chatbot-The Design and Implementation of English Language Transfer Learning Agent Apps
Creator
Date Issued2020-11-20
Conference Name3rd IEEE International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2020
Source Publication2020 IEEE 3rd International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2020
ISBN9781728198279
Pages403-407
Conference DateNovember 20-22, 2020
Conference PlaceShenyang
Abstract

Language Chatbot has widely used in customer service and personal assistant for task orientated, interactive chats in special domains, knowledge base for question-answer systems, in general, chatbot including automatic speech recognition (ASR), natural language understanding (NLU), dialogue management (DM), natural language generation (NLG), speech synthesis (SS). In our research, we proposed a transfer learning-based English Language learning chatbot with THREE levels learning system in real-world application, which integrate recognition service from Google and GPT-2 from Open AI with dialogue tasks in NLU and NLG at miniprogram of WeChat.

KeywordGPT-2 NLP-based Chatbot transfer learning
DOI10.1109/AUTEEE50969.2020.9315567
URLView source
Language英语English
Scopus ID2-s2.0-85100580684
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Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/6134
CollectionFaculty of Science and Technology
Affiliation
Beijing Normal University-Hong Kong Baptist University United International College,Division of Science and Technology,Zhuhai,China
First Author AffilicationBeijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Shi, Nuobei,Zeng, Qin,Lee, Raymond S.T. Language Chatbot-The Design and Implementation of English Language Transfer Learning Agent Apps[C], 2020: 403-407.
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