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10 9 zengbin93/blog Code Issues 41 Pull requests 0 Projects 0 Wiki Insights 笔记 - NLP - Dialogue System #9 Open zengbin93 opened this issue on 25 Apr · 4 comments Comments Assignees No one assigned Labels NLP 笔记 Projects None yet Milestone No milestone Notifications You’re not receiving notifications from this thread. 1 participant @zengbin93 @zengbin93 Owner zengbin93 commented on 25 Apr 对话系统是一个可以与人进行交流的机器人，关于对话系统的详细介绍，请查看Wiki。
@zengbin93 Owner zengbin93 commented on 25 Apr • 相关资料 - 文献佳作 A Survey on Dialogue Systems: Recent Advances and New Frontiers[J]. ACM SIGKDD Explorations Newsletter, 2017, 19(2): 25–35.
BRITZ D. Deep Learning for Chatbots, Part 2 – Implementing a Retrieval-Based Model in Tensorflow[J]. WildML, 2016. 这是用Tensorflow实现一个检索型对话系统的介绍，查看数据和源码，请点击
End-to-End Task-Completion Neural Dialogue Systems[J]. 2017: 11. 微软发表的一个端到端实现TC-bot的方案，源码已经开源，源码1、源码2-python3
Learning End-to-End Goal-Oriented Dialog https://github.com/vyraun/chatbot-MemN2N-tensorflow
A Network-based End-to-End Trainable Task-oriented Dialogue System https://github.com/shawnwun/NNDIAL 阿里小蜜采用该方案实现
A Neural Conversational Model[J]. arXiv:1506.05869 [cs], 2015.
Smart Reply: Automated Response Suggestion for Email[J]. arXiv:1606.04870 [cs], 2016.
相关资料 - 精品博客 腾讯知文团队负责人钟黎：从 0 到1 打造下一代智能对话引擎 | CCF-GAIR 2018 @zengbin93 zengbin93 added the 笔记 label on 29 Apr @zengbin93 zengbin93 added the NLP label on 11 May @zengbin93 Owner zengbin93 commented on 9 Jun • Github 相关项目 @zengbin93 zengbin93 changed the title from 笔记 - Dialogue System - 对话系统 to 笔记 - NLP - Dialogue System on 5 Jul @zengbin93 Owner zengbin93 commented 22 days ago • 乱起八糟 - 看着不错但还未验证的东西 https://github.com/voicy-ai/DialogStateTracking 提供了两篇 end-to-end 方法实现
https://github.com/facebookresearch/DrQA Reading Wikipedia to Answer Open-Domain Questions
https://github.com/vyraun/chatbot-MemN2N-tensorflow
https://github.com/castorini/BuboQA Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)
https://github.com/S-H-Y-GitHub/QA 通过建立双向长短期记忆网络模型，实现了在多个句子中找到给定问题的答案所在的句子这一功能。
https://github.com/Conchylicultor/DeepQA tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
https://github.com/NLPLearn/QANet Tensorflow implementation of QANet for machine reading comprehension
https://github.com/shashankg7/Keras-CNN-QA Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"
https://github.com/qhduan/Seq2Seq_Chatbot_QA 使用TensorFlow实现的Sequence to Sequence的聊天机器人模型
https://github.com/SnakeHacker/QA-Snake 基于多搜索引擎和深度学习技术的自动问答
https://github.com/Decalogue/chat 基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话
https://github.com/hengruo/QANet-pytorch
https://github.com/bwbaugh/causeofwhy
https://github.com/makarandtapaswi/MovieQA_CVPR2016
https://github.com/kangzhun/KnowledgeGraph-QA-Service
@zengbin93 Owner zengbin93 commented 18 days ago 工具 & 系统 DialogFlow 论文 | 自然语言处理顶会ACL 2018该关注什么？蚂蚁金服专家告诉你 http://www.sohu.com/a/244543352_99940985 ACL 2018最新论文归类（最全最细）分享 https://www.daizitouxiang.com/75/59696.html原 ACL 2018 Accepted Papers About Dialogue Systems https://blog.csdn.net/devenlau/article/details/81138090 ACL 2017 录用论文整理（长文）http://ju.outofmemory.cn/entry/326011