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智能聊天机器人的技术综述
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（完整内容请下载后查看）Computer Science and Application
Survey of Intelligent Chatbot Technology
Yilin Dai1, Gongshen Liu1,2*
1School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai
2SJTU-Shanghai Songheng Information Content Analysis Joint Lab, Shanghai
Received: Jun. 4th, 2018; accepted: Jun. 20th, 2018; published: Jun. 28th, 2018
Abstract
As an important branch of natural language processing, intelligent chat robot is currently the hot-
test and most challenging research direction. It has great significance for promoting the develop-
ment of human-computer interaction. This paper first briefly introduces the classification and re-
search background of intelligent chat robots, compares the research status at home and abroad,
and analyzes the advantages and disadvantages of the two implementation technologies. What’s
more, we also list several popular chat robots using this technology. Then, the model and evalua-
tion method of the generative chat robot are introduced. Among them, the Encoder-decoder model,
which is the foundation of many models, is introduced and analyzed in detail, and several optimi-
zation model systems which are completed on this basis are also introduced. Finally, some refe-
renced open source frameworks available for readers to use are listed.
Keywords
Intelligent Robot, Dialogue System, Encoder-Decoder Model
智能聊天机器人的技术综述
戴怡琳1，刘功申1,2*
1上海交通大学电子信息与电气工程学院，上海
2上海交大–上海嵩恒信息内容分析技术联合实验室，上海
收稿日期：2018年6月4日；录用日期：2018年6月20日；发布日期：2018年6月28日
摘 要
智能聊天机器人作为自然语言处理的一个重要分支，是目前最火热也最具挑战的研究方向，它对于促进
*通讯作者。
文能聊天机器人的技术综述[J]. 计算机科学与应用, 2018, 8(6): 918-929.
DOI
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