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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
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents Kurt Shuster Da Ju Stephen Roller Emily Dinan Y-Lan Boureau Jason Weston 79 82 0 09 Nov 2019
Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs Houyu Zhang Zhenghao Liu Chenyan Xiong Zhiyuan Liu 115 149 0 07 Nov 2019
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang 78 271 0 17 Oct 2019
CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech Yi-Ling Chung E. Kuzmenko Serra Sinem Tekiroğlu Marco Guerini 59 216 0 08 Oct 2019
UNITER: UNiversal Image-TExt Representation Learning Yen-Chun Chen Linjie Li Licheng Yu Ahmed El Kholy Faisal Ahmed Zhe Gan Yu Cheng Jingjing Liu VLM OT 121 448 0 25 Sep 2019
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 357 945 0 24 Sep 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Yijin Liu Fandong Meng Jinchao Zhang Jie Zhou Jinan Xu Jinan Xu 63 72 0 16 Sep 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever Libo Qin Yijia Liu Wanxiang Che Haoyang Wen Yangming Li Ting Liu RALM 91 62 0 15 Sep 2019
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 79 614 0 12 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 132 1,239 0 11 Sep 2019
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 85 261 0 05 Sep 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Stefan Larson Anish Mahendran Joseph Peper Christopher Clarke Andrew Lee ... Jonathan K. Kummerfeld Kevin Leach M. Laurenzano Lingjia Tang Jason Mars 121 533 0 04 Sep 2019
Structuring Latent Spaces for Stylized Response Generation Xiang Gao Yizhe Zhang Sungjin Lee Michel Galley Chris Brockett Jianfeng Gao W. Dolan DiffM 64 50 0 03 Sep 2019
Sentence-Level Content Planning and Style Specification for Neural Text Generation Xinyu Hua Lu Wang 60 51 0 02 Sep 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 254 2,493 0 20 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 211 906 0 16 Aug 2019
Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti Jeffrey Ling Michael Collins David Reitter 76 173 0 14 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 155 1,967 0 09 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 255 3,699 0 06 Aug 2019
Fine-Grained Sentence Functions for Short-Text Conversation Wei Bi Jun Gao Xiaojiang Liu Shuming Shi 51 15 0 24 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 108 624 0 22 Jul 2019
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations Zekang Li Cheng Niu Fandong Meng Yang Feng Q. Li Jie Zhou 91 116 0 20 Jul 2019
RadioTalk: a large-scale corpus of talk radio transcripts Doug Beeferman William Brannon D. Roy LM&MA 55 12 0 16 Jul 2019
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation Hainan Zhang Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng 76 115 0 09 Jul 2019
Implicit Discourse Relation Identification for Open-domain Dialogues Mingyu Derek Ma Kevin K. Bowden JiaQi Wu Wen Cui M. Walker 80 23 0 09 Jul 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 63 112 0 02 Jul 2019
Self-Supervised Dialogue Learning Jiawei Wu Xin Eric Wang William Yang Wang SSL 57 58 0 30 Jun 2019
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling Haihong E Peiqing Niu Zhongfu Chen Meina Song 62 242 0 30 Jun 2019
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes Jie Cao Michael J. Tanana Zac E. Imel E. Poitras David C. Atkins Vivek Srikumar OffRL 61 58 0 30 Jun 2019
Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables Lei Shen Yang Feng Haolan Zhan BDL 74 30 0 18 Jun 2019
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue Anusha Balakrishnan J. Rao Kartikeya Upasani Michael White R. Subba 137 83 0 17 Jun 2019
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good Xuewei Wang Weiyan Shi Richard Kim Y. Oh Sijia Yang Jingwen Zhang Zhou Yu 119 286 0 16 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 94 100 0 15 Jun 2019
Neural Response Generation with Meta-Words Can Xu Wei Wu Chongyang Tao Huang Hu Matthew Schuerman Ying Wang 81 38 0 14 Jun 2019
Improving Multi-turn Dialogue Modelling with Utterance ReWriter Hui Su Xiaoyu Shen Rongzhi Zhang Fei Sun Pengwei Hu Cheng Niu Jie Zhou KELM 43 110 0 14 Jun 2019
Proactive Human-Machine Conversation with Explicit Conversation Goals Wenquan Wu Zhen Guo Xiangyang Zhou Hua Wu Xiyuan Zhang Rongzhong Lian Haifeng Wang 75 195 0 13 Jun 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 914 0 12 Jun 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems Weikang Wang Jiajun Zhang Q. Li M. Hwang Chengqing Zong Zhifei Li CLL 44 22 0 12 Jun 2019
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems Jiazhan Feng Chongyang Tao Wei Wu Yansong Feng Dongyan Zhao Rui Yan 58 26 0 11 Jun 2019
Domain Adaptive Dialog Generation via Meta Learning Kun Qian Zhou Yu VLM OffRL 75 130 0 08 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 62 68 0 05 Jun 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study Chinnadhurai Sankar Sandeep Subramanian C. Pal A. Chandar Yoshua Bengio 54 121 0 04 Jun 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems Matthew Henderson Ivan Vulić D. Gerz I. Casanueva Paweł Budzianowski Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 52 111 0 04 Jun 2019
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue J. Haber Tim Baumgärtner Ece Takmaz Lieke Gelderloos Elia Bruni Raquel Fernández 46 78 0 04 Jun 2019
Evaluating Discourse in Structured Text Representations Elisa Ferracane Greg Durrett Junyi Jessy Li K. Erk 63 30 0 04 Jun 2019
Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLG Shereen Oraby Vrindavan Harrison Abteen Ebrahimi M. Walker 97 26 0 04 Jun 2019
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment Siqi Bao H. He Fan Wang Rongzhong Lian Hua Wu LLMAG OffRL 71 18 0 03 Jun 2019
A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions Sashank Santhanam Samira Shaikh 3DV 77 52 0 02 Jun 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems Zhirui Zhang Xiujun Li Jianfeng Gao Enhong Chen OffRL 58 36 0 02 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 107 84 0 02 Jun 2019