MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

29 September 2018

Papers citing "MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling"

49 / 249 papers shown

Title
Regularizing Dialogue Generation by Imitating Implicit Scenarios Shaoxiong Feng Xuancheng Ren Hongshen Chen Bin Sun Kan Li Xu Sun 18 20 0 05 Oct 2020
DLGNet-Task: An End-to-end Neural Network Framework for Modeling Multi-turn Multi-domain Task-Oriented Dialogue O. Olabiyi P. Bhattarai C. Bayan Bruss Zachary Kulis 21 2 0 04 Oct 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems Shiquan Yang Rui Zhang S. Erfani 24 60 0 04 Oct 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi Liangwei Chen Mengjie Zhao Minlie Huang Boi Faltings CLL KELM 19 68 0 02 Oct 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 36 59 0 28 Sep 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 26 136 0 28 Sep 2020
Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions Ritam Dutt Rishabh Joshi Carolyn Rose CVBM 9 16 0 22 Sep 2020
Dual Learning for Dialogue State Tracking Zhi Chen Lu Chen Yanbin Zhao Su Zhu Kai Yu 12 3 0 22 Sep 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang Zhijian Ou Huixin Wang Junlan Feng RALM 23 67 0 17 Sep 2020
Dialogue State Induction Using Neural Latent Variable Models Qingkai Min Libo Qin Zhiyang Teng Xiao Liu Yue Zhang 14 23 0 13 Aug 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 28 51 0 22 Jun 2020
Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges M. Eskénazi Tiancheng Zhao LLMAG AI4TS AI4CE 36 9 0 10 Jun 2020
Predict-then-Decide: A Predictive Approach for Wait or Answer Task in Dialogue Systems Zehao Lin Shaobo Cui Guodun Li Xiaoming Kang Feng Ji Feng-Lin Li Zhongzhou Zhao Haiqing Chen Yin Zhang 34 1 0 27 May 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 11 200 0 21 May 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations Sam Coope Tyler Farghly D. Gerz Ivan Vulić Matthew Henderson 21 62 0 18 May 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 30 125 0 11 May 2020
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation Xinting Huang Jianzhong Qi Yu Sun Rui Zhang OffRL 69 18 0 09 May 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 27 20 0 05 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 11 97 0 02 May 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 21 84 0 01 May 2020
Modeling Long Context for Task-Oriented Dialogue State Generation Jun Quan Deyi Xiong 11 20 0 29 Apr 2020
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems Dai Hoang Tran Quan Z. Sheng W. Zhang S. Hamad Munazza Zaib Nguyen H. Tran Lina Yao N. Khoa 16 6 0 28 Apr 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog Libo Qin Xiao Xu Wanxiang Che Yue Zhang Ting Liu MoMe 8 85 0 23 Apr 2020
Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness Zheng Zhang Lizi Liao Xiaoyan Zhu Tat-Seng Chua Zitao Liu Yan Huang Minlie Huang LLMAG 30 18 0 21 Apr 2020
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap Shuyang Gao Sanchit Agarwal Tagyoung Chung Di Jin Dilek Z. Hakkani-Tür 18 71 0 13 Apr 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition Ryuichi Takanobu Runze Liang Minlie Huang LLMAG 19 54 0 08 Apr 2020
Data Augmentation for Copy-Mechanism in Dialogue State Tracking Xiaohui Song Liangjun Zang Yipeng Su Xing Wu Jizhong Han Songlin Hu 14 10 0 22 Feb 2020
Non-Autoregressive Dialog State Tracking Hung Le R. Socher Guosheng Lin 29 52 0 19 Feb 2020
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems Qi Zhu Zheng Zhang Yan Fang Xiang Li Ryuichi Takanobu Jinchao Li Baolin Peng Jianfeng Gao Xiaoyan Zhu Minlie Huang 21 105 0 12 Feb 2020
MA-DST: Multi-Attention Based Scalable Dialog State Tracking Adarsh Kumar Peter Ku Anuj Kumar Goyal A. Metallinou Dilek Z. Hakkani-Tür 27 58 0 07 Feb 2020
Schema-Guided Dialogue State Tracking Task at DSTC8 Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 19 41 0 02 Feb 2020
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems Vevake Balaraman Bernardo Magnini 18 19 0 21 Jan 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform Alexandros Papangelis Mahdi Namazifar Chandra Khatri Yi-Chia Wang Piero Molino Gokhan Tur LLMAG 29 23 0 17 Jan 2020
Attention over Parameters for Dialogue Systems Andrea Madotto Zhaojiang Lin Chien-Sheng Wu Jamin Shin Pascale Fung 30 20 0 07 Jan 2020
End-to-End Trainable Non-Collaborative Dialog System Yu Li Kun Qian Weiyan Shi Zhou Yu 21 45 0 25 Nov 2019
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 24 182 0 24 Nov 2019
Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim Sohee Yang Gyuwan Kim Sang-Woo Lee 23 195 0 10 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 15 196 0 09 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 17 85 0 07 Nov 2019
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking Jianguo Zhang Kazuma Hashimoto Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 47 167 0 08 Oct 2019
Dialogue Transformers Vladimir Vlasov Johannes E. M. Mosig Alan Nichol 27 56 0 01 Oct 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset Bill Byrne Karthikeyan K Chinnadhurai Sankar Arvind Neelakantan Daniel Duckworth Semih Yavuz Ben Goodrich Amit Dubey A. Cedilnik Kyu-Young Kim 16 215 0 01 Sep 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog Ryuichi Takanobu Hanlin Zhu Minlie Huang 21 89 0 28 Aug 2019
Dialog State Tracking with Reinforced Data Augmentation Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Qun Liu OffRL 11 25 0 21 Aug 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 19 306 0 12 Jul 2019
HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking Rahul Goel Shachi Paul Dilek Z. Hakkani-Tür 15 71 0 01 Jul 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 13 24 0 04 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 19 84 0 02 Jun 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform Sungjin Lee Qi Zhu Ryuichi Takanobu Xiang Li Yaoqin Zhang ... Jinchao Li Baolin Peng Xiujun Li Minlie Huang Jianfeng Gao VLM 24 110 0 18 Apr 2019