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Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey

10 May 2021

Papers citing "Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey"

50 / 297 papers shown

Title
Iterative Policy Learning in End-to-End Trainable Task-Oriented Neural Dialog Models Bing-Quan Liu Ian Lane OffRL 82 98 0 18 Sep 2017
Augmenting End-to-End Dialog Systems with Commonsense Knowledge Tom Young Min Zhang I. Chaturvedi Minlie Huang Hao Zhou Subham Biswas RALM 49 124 0 16 Sep 2017
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses Ryan J. Lowe Michael Noseworthy Iulian Serban Nicolas Angelard-Gontier Yoshua Bengio Joelle Pineau 57 372 0 23 Aug 2017
Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural Networks Sayyed M. Zahiri Jinho Choi 94 225 0 14 Aug 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 193 591 0 25 Jul 2017
Controlling Linguistic Style Aspects in Neural Language Generation Jessica Ficler Yoav Goldberg 85 335 0 09 Jul 2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 80 128 0 07 Jul 2017
The E2E Dataset: New Challenges For End-to-End Generation Jekaterina Novikova Ondrej Dusek Verena Rieser 116 462 0 28 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 808 132,725 0 12 Jun 2017
Semantic Refinement GRU-based Neural Language Generation for Spoken Dialogue Systems Van-Khanh Tran Le-Minh Nguyen 98 20 0 01 Jun 2017
Learning Structured Text Representations Yang Liu Mirella Lapata 99 153 0 25 May 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue Mihail Eric Christopher D. Manning 98 420 0 15 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 174 3,292 0 08 May 2017
Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models Pierre Lison Serge Bibauw 52 32 0 28 Apr 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Chris Hokamp Qun Liu 81 379 0 24 Apr 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 92 202 0 24 Apr 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 89 562 0 14 Apr 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning Baolin Peng Xiujun Li Lihong Li Jianfeng Gao Asli Celikyilmaz Sungjin Lee Kam-Fai Wong BDL 100 190 0 10 Apr 2017
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems Layla El Asri Hannes Schulz Shikhar Sharma Jeremie Zumer Justin Harris Emery Fine Rahul Mehrotra Kaheer Suleman 173 271 0 31 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 833 11,961 0 09 Mar 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 96 371 0 03 Mar 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 182 990 0 02 Mar 2017
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning Jason D. Williams Kavosh Asadi Geoffrey Zweig OffRL 79 335 0 10 Feb 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 118 573 0 07 Feb 2017
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation N. Mostafazadeh Chris Brockett W. Dolan Michel Galley Jianfeng Gao Georgios P. Spithourakis Lucy Vanderwende 86 183 0 28 Jan 2017
Adversarial Evaluation of Dialogue Models Anjuli Kannan Oriol Vinyals AAML ALM 187 76 0 27 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 270 1,545 0 25 Jan 2017
Hierarchical Recurrent Attention Network for Response Generation Chen Xing Wei Wu Yu-Huan Wu Ming Zhou Yalou Huang Wei-Ying Ma 82 210 0 25 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 79 899 0 23 Jan 2017
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems Chongyang Tao Lili Mou Dongyan Zhao Rui Yan 105 218 0 11 Jan 2017
A User Simulator for Task-Completion Dialogues Xiujun Li Zachary Chase Lipton Bhuwan Dhingra Lihong Li Jianfeng Gao Yun-Nung Chen OffRL 87 167 0 17 Dec 2016
Learning through Dialogue Interactions by Asking Questions Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston 74 55 0 15 Dec 2016
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 86 496 0 06 Dec 2016
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 298 134 0 29 Nov 2016
A Simple, Fast Diverse Decoding Algorithm for Neural Generation Jiwei Li Will Monroe Dan Jurafsky 69 240 0 25 Nov 2016
GuessWhat?! Visual object discovery through multi-modal dialogue H. D. Vries Florian Strub A. Chandar Olivier Pietquin Hugo Larochelle Aaron Courville VLM 108 428 0 23 Nov 2016
ProjE: Embedding Projection for Knowledge Graph Completion Baoxu Shi Tim Weninger 87 264 0 16 Nov 2016
Reinforcement Learning with Unsupervised Auxiliary Tasks Max Jaderberg Volodymyr Mnih Wojciech M. Czarnecki Tom Schaul Joel Z Leibo David Silver Koray Kavukcuoglu SSL 117 1,229 0 16 Nov 2016
Learning to Navigate in Complex Environments Piotr Wojciech Mirowski Razvan Pascanu Fabio Viola Hubert Soyer Andy Ballard ... Ross Goroshin Laurent Sifre Koray Kavukcuoglu D. Kumaran R. Hadsell 107 880 0 11 Nov 2016
Modeling Ambiguity, Subjectivity, and Diverging Viewpoints in Opinion Question Answering Systems Mengting Wan Julian McAuley 51 89 0 25 Oct 2016
Two are Better than One: An Ensemble of Retrieval- and Generation-Based Dialog Systems Yiping Song Rui Yan Xiang Li Dongyan Zhao Ming Zhang 98 107 0 23 Oct 2016
Personalizing a Dialogue System with Transfer Reinforcement Learning Kaixiang Mo Shuangyin Li Yu Zhang Jiajun Li Qiang Yang OffRL 104 93 0 10 Oct 2016
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models Ashwin K. Vijayakumar Michael Cogswell Ramprasaath R. Selvaraju Q. Sun Stefan Lee David J. Crandall Dhruv Batra 91 555 0 07 Oct 2016
Connecting Generative Adversarial Networks and Actor-Critic Methods David Pfau Oriol Vinyals OffRL AI4CE 110 186 0 06 Oct 2016
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 102 677 0 06 Sep 2016
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access Bhuwan Dhingra Lihong Li Xiujun Li Jianfeng Gao Yun-Nung Chen Faisal Ahmed Li Deng 104 304 0 03 Sep 2016
A Context-aware Natural Language Generator for Dialogue Systems Ondrej Dusek Filip Jurcícek 79 77 0 25 Aug 2016
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 118 120 0 30 Jun 2016
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings Ondrej Dusek Filip Jurcícek 68 187 0 17 Jun 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 112 484 0 12 Jun 2016