科研成果详情

题名Language Chatbot-The Design and Implementation of English Language Transfer Learning Agent Apps
作者
发表日期2020-11-20
会议名称3rd IEEE International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2020
会议录名称2020 IEEE 3rd International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2020
ISBN9781728198279
页码403-407
会议日期November 20-22, 2020
会议地点Shenyang
摘要

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.

关键词GPT-2 NLP-based Chatbot transfer learning
DOI10.1109/AUTEEE50969.2020.9315567
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语种英语English
Scopus入藏号2-s2.0-85100580684
引用统计
被引频次:5[WOS]   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/6134
专题理工科技学院
作者单位
Beijing Normal University-Hong Kong Baptist University United International College,Division of Science and Technology,Zhuhai,China
第一作者单位北师香港浸会大学
推荐引用方式
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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