Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

17 July 2015

Aaron Courville

Papers citing "Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models"

50 / 308 papers shown

Title
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue Chien-Sheng Wu R. Socher Caiming Xiong 24 165 0 15 Jan 2019
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System Zhi-Hong Deng Ling Huang Changdong Wang Jianhuang Lai Philip S. Yu 19 156 0 15 Jan 2019
Dialog System Technology Challenge 7 Koichiro Yoshino Chiori Hori Julien Perez L. F. D’Haro L. Polymenakos ... Xiang Gao Huda AlAmri Tim K. Marks Devi Parikh Dhruv Batra 24 37 0 11 Jan 2019
Towards effective AI-powered agile project management K. Dam T. Tran J. Grundy A. Ghose Yasutaka Kamei 11 54 0 27 Dec 2018
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context T. Nguyen Shikhar Sharma Hannes Schulz Layla El Asri 15 33 0 17 Dec 2018
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning Ziming Li Julia Kiseleva Maarten de Rijke 25 51 0 09 Dec 2018
Zero-Shot Anticipation for Instructional Activities Fadime Sener Angela Yao LM&Ro 31 68 0 06 Dec 2018
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter Thomas Pock Chengyao Chen 24 1 0 09 Nov 2018
The RLLChatbot: a solution to the ConvAI challenge Nicolas Angelard-Gontier Koustuv Sinha Peter Henderson Iulian Serban Michael Noseworthy Prasanna Parthasarathi Joelle Pineau OffRL 33 0 0 07 Nov 2018
Augmenting Neural Response Generation with Context-Aware Topical Attention Nouha Dziri Ehsan Kamalloo K. Mathewson Osmar Zaiane BDL 16 80 0 02 Nov 2018
Importance of Search and Evaluation Strategies in Neural Dialogue Modeling Ilia Kulikov Alexander H. Miller Kyunghyun Cho Jason Weston 32 83 0 02 Nov 2018
On the Generation of Medical Question-Answer Pairs Sheng Shen Yaliang Li Nan Du X. Wu Yusheng Xie Shen Ge Tao Yang Kai Wang Xin-Fang Liang Wei Fan MedIm 15 21 0 01 Nov 2018
Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset Hannah Rashkin Eric Michael Smith Margaret Li Y-Lan Boureau VLM 17 48 0 01 Nov 2018
Session-based Recommendation with Graph Neural Networks Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan GNN 16 1,539 0 01 Nov 2018
Multi-level Memory for Task Oriented Dialogs Revanth Reddy Gangi Reddy Danish Contractor Dinesh Raghu Sachindra Joshi 18 58 0 24 Oct 2018
A Knowledge-Grounded Multimodal Search-Based Conversational Agent Shubham Agarwal Ondrej Dusek Ioannis Konstas Verena Rieser 31 22 0 20 Oct 2018
Adversarial Text Generation Without Reinforcement Learning David Donahue Anna Rumshisky GAN 16 29 0 11 Oct 2018
Automatic Evaluation of Neural Personality-based Chatbots Yujie Xing Raquel Fernández 16 14 0 30 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 49 670 0 21 Sep 2018
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory Deng Cai Yan Wang Victoria Bi Zhaopeng Tu Xiaojiang Liu Wai Lam Shuming Shi RALM 25 94 0 14 Sep 2018
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge Debanjan Chaudhuri Agustinus Kristiadi Jens Lehmann Asja Fischer 30 26 0 10 Sep 2018
Improving Neural Question Generation using Answer Separation Yanghoon Kim Hwanhee Lee Joongbo Shin Kyomin Jung 30 169 0 07 Sep 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Joey Tianyi Zhou AAML 21 85 0 06 Sep 2018
Training Millions of Personalized Dialogue Agents Pierre-Emmanuel Mazaré Samuel Humeau Martin Raison Antoine Bordes 20 266 0 06 Sep 2018
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints Ashutosh Baheti Alan Ritter Jiwei Li W. Dolan 23 90 0 04 Sep 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric Xing VLM 25 56 0 04 Sep 2018
Improving Sequential Determinantal Point Processes for Supervised Video Summarization Aidean Sharghi Ali Borji Chengtao Li Tianbao Yang Boqing Gong AI4TS 33 47 0 28 Jul 2018
Response Generation by Context-aware Prototype Editing Yu Wu Furu Wei Shaohan Huang Yunli Wang Zhoujun Li Ming Zhou KELM 21 121 0 19 Jun 2018
A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation Jingyuan Li Xiao Sun 27 46 0 19 Jun 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models Minjia Zhang Xiaodong Liu Wenhan Wang Jianfeng Gao Yuxiong He 23 30 0 11 Jun 2018
DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder Xiaodong Gu Kyunghyun Cho Jung-Woo Ha Sunghun Kim DRL 41 129 0 31 May 2018
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization Li Wang Junlin Yao Yunzhe Tao Li Zhong Wen Liu Q. Du BDL 19 136 0 09 May 2018
Polite Dialogue Generation Without Parallel Data Tong Niu Joey Tianyi Zhou OffRL MoMe 30 168 0 08 May 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots Yuehua Wu Wei Wu Zhoujun Li M. Zhou 27 38 0 07 May 2018
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems Zheng Zhang Minlie Huang Zhongzhou Zhao Feng Ji Haiqing Chen Xiaoyan Zhu 26 43 0 01 May 2018
Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph Zeyu Dai Ruihong Huang AI4TS 35 60 0 16 Apr 2018
A Hierarchical Latent Structure for Variational Conversation Modeling Yookoon Park Jaemin Cho Gunhee Kim BDL DRL 24 97 0 10 Apr 2018
Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis Chih-Wei Lee Yau-Shian Wang Tsung-Yuan Hsu Kuan-Yu Chen Hung-yi Lee Lin-Shan Lee 25 32 0 07 Apr 2018
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow Ziyu Yao Daniel S. Weld Wei-Peng Chen Huan Sun 11 100 0 26 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 875 0 03 Mar 2018
Improving Variational Encoder-Decoders in Dialogue Generation Xiaoyu Shen Hui Su Shuzi Niu Vera Demberg DRL 32 99 0 06 Feb 2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning V. Ilievski C. Musat Andreea Hossmann Michael Baeriswyl OffRL 18 68 0 01 Feb 2018
AliMe Assist: An Intelligent Assistant for Creating an Innovative E-commerce Experience Feng-Lin Li Minghui Qiu Haiqing Chen Xiongwei Wang Xing Gao ... Zhongzhou Zhao Weipeng Zhao Lei Wang Guwei Jin Wei Chu 23 104 0 12 Jan 2018
Attentive Memory Networks: Efficient Machine Reading for Conversational Search Tom Kenter Maarten de Rijke 20 32 0 19 Dec 2017
Hierarchical Text Generation and Planning for Strategic Dialogue Denis Yarats M. Lewis 21 54 0 15 Dec 2017
Learning Robust Dialog Policies in Noisy Environments Maryam Fazel-Zarandi Shang-Wen Li Jin Cao Jared Casale Peter Henderson David Whitney A. Geramifard 41 24 0 11 Dec 2017
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management I. Casanueva Paweł Budzianowski Pei-hao Su N. Mrksic Tsung-Hsien Wen Stefan Ultes L. Rojas-Barahona S. Young Milica Gasic OffRL 35 54 0 29 Nov 2017
Learning to Remember Translation History with a Continuous Cache Zhaopeng Tu Yang Liu Shuming Shi Tong Zhang CLL 38 179 0 26 Nov 2017
Question Asking as Program Generation Anselm Rothe Brenden M. Lake Todd M. Gureckis 38 46 0 16 Nov 2017
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems Kaixiang Mo Yu Zhang Qiang Yang Pascale Fung 33 15 0 11 Nov 2017