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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
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention Wenhu Chen Jianshu Chen Pengda Qin Xifeng Yan William Yang Wang 81 129 0 30 May 2019
Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordances Diane Bouchacourt Marco Baroni 107 22 0 28 May 2019
Target-Guided Open-Domain Conversation Jianheng Tang Tiancheng Zhao Chenyan Xiong Xiaodan Liang Eric Xing Zhiting Hu 104 134 0 28 May 2019
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives Yi Tay Shuohang Wang Anh Tuan Luu Jie Fu Minh C. Phan Xingdi Yuan J. Rao S. Hui Aston Zhang 93 110 0 26 May 2019
Personalizing Dialogue Agents via Meta-Learning Zhaojiang Lin Andrea Madotto Chien-Sheng Wu Pascale Fung 140 186 0 24 May 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu Andrea Madotto Ehsan Hosseini-Asl Caiming Xiong R. Socher Pascale Fung 88 437 0 21 May 2019
Dual Supervised Learning for Natural Language Understanding and Generation Shang-Yu Su Chao-Wei Huang Yun-Nung Chen 130 38 0 15 May 2019
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing Xiang Lin Shafiq Joty Prathyusha Jwalapuram M Saiful Bari 60 60 0 14 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 80 347 0 14 May 2019
Improving Neural Conversational Models with Entropy-Based Data Filtering Richard Csaky Patrik Purgai Gábor Recski 84 58 0 14 May 2019
VideoBERT: A Joint Model for Video and Language Representation Learning Chen Sun Austin Myers Carl Vondrick Kevin Patrick Murphy Cordelia Schmid VLM SSL 87 1,250 0 03 Apr 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 63 19 0 14 Mar 2019
Learning to Speak and Act in a Fantasy Text Adventure Game Jack Urbanek Angela Fan Siddharth Karamcheti Saachi Jain Samuel Humeau Emily Dinan Tim Rocktaschel Douwe Kiela Arthur Szlam Jason Weston LLMAG 92 207 0 07 Mar 2019
Negative Training for Neural Dialogue Response Generation Tianxing He James R. Glass 76 61 0 06 Mar 2019
What makes a good conversation? How controllable attributes affect human judgments A. See Stephen Roller Douwe Kiela Jason Weston 106 290 0 22 Feb 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 93 105 0 01 Feb 2019
The Second Conversational Intelligence Challenge (ConvAI2) Emily Dinan V. Logacheva Valentin Malykh Alexander H. Miller Kurt Shuster ... Alexander I. Rudnicky Jason Williams Joelle Pineau Andrey Kravchenko Jason Weston DRL 101 367 0 31 Jan 2019
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! Braden Hancock Antoine Bordes Pierre-Emmanuel Mazaré Jason Weston 136 194 0 16 Jan 2019
ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation J. E. Hu Rachel Rudinger Matt Post Benjamin Van Durme 69 83 0 11 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 260 3,747 0 09 Jan 2019
A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling Yu Wang Yilin Shen Hongxia Jin 42 198 0 26 Dec 2018
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling Ning Miao Hao Zhou Lili Mou Rui Yan Lei Li 156 194 0 14 Nov 2018
User Modeling for Task Oriented Dialogues Izzeddin Gur Dilek Z. Hakkani-Tür Gokhan Tur Pararth Shah 131 59 0 11 Nov 2018
Image Chat: Engaging Grounded Conversations Kurt Shuster Samuel Humeau Antoine Bordes Jason Weston 108 119 0 02 Nov 2018
Dialogue Natural Language Inference Sean Welleck Jason Weston Arthur Szlam Kyunghyun Cho HILM 93 252 0 01 Nov 2018
Towards Universal Dialogue State Tracking Liliang Ren Kaige Xie Lu Chen Kai Yu 61 122 0 22 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Min Zhang Rada Mihalcea 123 1,080 0 05 Oct 2018
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 192 1,324 0 29 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 145 676 0 21 Sep 2018
Towards Exploiting Background Knowledge for Building Conversation Systems Nikita Moghe Siddharth Arora Suman Banerjee Mitesh M. Khapra 83 168 0 21 Sep 2018
A Dataset for Document Grounded Conversations Kangyan Zhou Shrimai Prabhumoye A. Black 84 241 0 19 Sep 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization Yizhe Zhang Michel Galley Jianfeng Gao Zhe Gan Xiujun Li Chris Brockett W. Dolan 86 301 0 16 Sep 2018
Retrieval-Enhanced Adversarial Training for Neural Response Generation Shuai Yang Jiaying Liu Wenjing Wang Furu Wei Zongming Guo RALM 37 83 0 12 Sep 2018
Zero-Shot Adaptive Transfer for Conversational Language Understanding Sungjin Lee Rahul Jha 60 61 0 29 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 150 828 0 21 Aug 2018
Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems Xiujun Li Yu Wang Siqi Sun Sarah Panda Jingjing Liu Jianfeng Gao LMTD 53 104 0 29 Jul 2018
Modeling Multi-turn Conversation with Deep Utterance Aggregation Zhuosheng Zhang Jiangtong Li Peng Fei Zhu Zhao Hai Gongshen Liu 75 253 0 24 Jun 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation Haoyang Wen Yijia Liu Wanxiang Che Libo Qin Ting Liu 65 55 0 12 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 292 2,854 0 11 Jun 2018
Zero-Shot Dialog Generation with Cross-Domain Latent Actions Tiancheng Zhao M. Eskénazi VLM 74 77 0 13 May 2018
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation Tiancheng Zhao Kyusong Lee M. Eskénazi DRL 93 141 0 22 Apr 2018
Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing K. Annervaz Somnath Basu Roy Chowdhury Ambedkar Dukkipati GNN 67 73 0 16 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 235 11,569 0 15 Feb 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 127 1,465 0 22 Jan 2018
Building a Conversational Agent Overnight with Dialogue Self-Play Pararth Shah Dilek Z. Hakkani-Tür Gokhan Tur Abhinav Rastogi Ankur Bapna Neha Nayak Kennard Larry Heck 96 198 0 15 Jan 2018
Conversational AI: The Science Behind the Alexa Prize A. Ram R. Prasad Chandra Khatri Anu Venkatesh Raefer Gabriel ... Yi Pan Han Song Sk Jayadevan Gene Hwang Art Pettigrue 90 282 0 11 Jan 2018
MojiTalk: Generating Emotional Responses at Scale Xianda Zhou William Yang Wang 80 203 0 11 Nov 2017
A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen Xiaorui Liu Dawei Yin Jiliang Tang VLM LLMAG 88 704 0 06 Nov 2017
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset Yanran Li Hui Su Xiaoyu Shen Wenjie Li Ziqiang Cao Shuzi Niu 78 1,305 0 11 Oct 2017