Building a Production Model for Retrieval-Based Chatbots

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Building a Production Model for Retrieval-Based Chatbots

7 June 2019

Jeremy Wohlwend

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Papers citing "Building a Production Model for Retrieval-Based Chatbots"

18 / 18 papers shown

Title
A Hybrid Retrieval-Generation Neural Conversation Model Liu Yang Junjie Hu Minghui Qiu Chen Qu Jianfeng Gao W. Bruce Croft Xiaodong Liu Yelong Shen Jingjing Liu 66 90 0 19 Apr 2019
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder Budhaditya Deb P. Bailey Milad Shokouhi 54 20 0 25 Mar 2019
Neural Response Ranking for Social Conversation: A Data-Efficient Approach Igor Shalyminov Ondrej Dusek Oliver Lemon 35 25 0 02 Nov 2018
Modeling Multi-turn Conversation with Deep Utterance Aggregation Zhuosheng Zhang Jiangtong Li Peng Fei Zhu Zhao Hai Gongshen Liu 73 253 0 24 Jun 2018
An efficient framework for learning sentence representations Lajanugen Logeswaran Honglak Lee 87 544 0 07 Mar 2018
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 143 277 0 08 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
A practical approach to dialogue response generation in closed domains Y. Lu Phillip Keung Shaonan Zhang Jason Sun Vikas Bhardwaj 55 16 0 28 Mar 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 121 2,141 0 09 Mar 2017
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots Yu-Huan Wu Wei Wu Chen Xing Ming Zhou Zhoujun Li 83 496 0 06 Dec 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 234 9,986 0 15 Jul 2016
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking Rami Al-Rfou Marc Pickett J. Snaider Yun-hsuan Sung B. Strope R. Kurzweil HAI 78 92 0 01 Jun 2016
A Persona-Based Neural Conversation Model Jiwei Li Michel Galley Chris Brockett Georgios P. Spithourakis Jianfeng Gao W. Dolan 116 1,038 0 19 Mar 2016
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 178 1,756 0 17 Jul 2015
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems Ryan J. Lowe Nissan Pow Iulian Serban Joelle Pineau 96 950 0 30 Jun 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 149 1,769 0 19 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
An Information Retrieval Approach to Short Text Conversation Zongcheng Ji Zhengdong Lu Hang Li 98 254 0 29 Aug 2014

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