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"

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Title
How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics Prasanna Parthasarathi Joelle Pineau Sarath Chandar 12 6 0 24 Aug 2020
Dialogue State Induction Using Neural Latent Variable Models Qingkai Min Libo Qin Zhiyang Teng Xiao Liu Yue Zhang 19 23 0 13 Aug 2020
Analysing the Effect of Clarifying Questions on Document Ranking in Conversational Search Antonios Minas Krasakis Mohammad Aliannejadi Nikos Voskarides Evangelos Kanoulas 14 49 0 09 Aug 2020
Point or Generate Dialogue State Tracker Xiaohui Song Songlin Hu 29 0 0 08 Aug 2020
Diversifying Task-oriented Dialogue Response Generation with Prototype Guided Paraphrasing Phillip Lippe Pengjie Ren H. Haned B. Voorn Maarten de Rijke 23 11 0 07 Aug 2020
Photon: A Robust Cross-Domain Text-to-SQL System Jichuan Zeng Xi Lin Caiming Xiong R. Socher M. Lyu Irwin King Guosheng Lin 44 52 0 30 Jul 2020
Towards Ecologically Valid Research on Language User Interfaces H. D. Vries Dzmitry Bahdanau Christopher D. Manning 215 51 0 28 Jul 2020
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines Xiaoxue Zang Abhinav Rastogi Srinivas Sunkara Raghav Gupta Jianguo Zhang Jindong Chen 31 275 0 10 Jul 2020
Dialog as a Vehicle for Lifelong Learning Aishwarya Padmakumar Raymond J. Mooney 13 2 0 26 Jun 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 33 51 0 22 Jun 2020
Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System Jianhong Wang Yuan Zhang Tae-Kyun Kim Yunjie Gu OffRL 22 45 0 11 Jun 2020
Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges M. Eskénazi Tiancheng Zhao LLMAG AI4TS AI4CE 43 9 0 10 Jun 2020
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Seokhwan Kim Mihail Eric Karthik Gopalakrishnan Behnam Hedayatnia Yang Liu Dilek Z. Hakkani-Tür 26 84 0 05 Jun 2020
Meta Dialogue Policy Learning Yumo Xu Chenguang Zhu Baolin Peng Michael Zeng OffRL 11 7 0 03 Jun 2020
A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking Yong Shan Zekang Li Jinchao Zhang Fandong Meng Yang Feng Cheng Niu Jie Zhou 8 52 0 02 Jun 2020
Situated and Interactive Multimodal Conversations Seungwhan Moon Satwik Kottur Paul A. Crook Ankita De Shivani Poddar ... Daniel Difranco Ahmad Beirami Eunjoon Cho R. Subba A. Geramifard 28 72 0 02 Jun 2020
Variational Reward Estimator Bottleneck: Learning Robust Reward Estimator for Multi-Domain Task-Oriented Dialog Jeiyoon Park Chanhee Lee Kuekyeng Kim Heuiseok Lim OffRL 19 0 0 31 May 2020
User Memory Reasoning for Conversational Recommendation Hu Xu Seungwhan Moon Honglei Liu Bing-Quan Liu Pararth Shah Bing Liu Philip S. Yu OffRL 21 42 0 30 May 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
Intent Mining from past conversations for conversational agent Ajay Chatterjee Shubhashis Sengupta 19 41 0 22 May 2020
MTSS: Learn from Multiple Domain Teachers and Become a Multi-domain Dialogue Expert Shuke Peng Feng Ji Zehao Lin Shaobo Cui Haiqing Chen Yin Zhang 36 11 0 21 May 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 19 200 0 21 May 2020
Matching Questions and Answers in Dialogues from Online Forums Qi Jia Mengxue Zhang Shengyao Zhang Kenny Q. Zhu 16 4 0 19 May 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations Sam Coope Tyler Farghly D. Gerz Ivan Vulić Matthew Henderson 32 62 0 18 May 2020
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation Ryuichi Takanobu Qi Zhu Jinchao Li Baolin Peng Jianfeng Gao Minlie Huang 14 43 0 15 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 33 125 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
Towards Conversational Recommendation over Multi-Type Dialogs Zeming Liu Haifeng Wang Zheng-Yu Niu Hua Wu Wanxiang Che Ting Liu 27 195 0 08 May 2020
Context-Sensitive Generation Network for Handing Unknown Slot Values in Dialogue State Tracking Puhai Yang Heyan Huang Xian-Ling Mao 22 4 0 08 May 2020
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking Michael Heck Carel van Niekerk Nurul Lubis Christian Geishauser Hsien-Chin Lin Marco Moresi Milica Gavsić 16 218 0 06 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 35 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 21 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 36 84 0 01 May 2020
Style Variation as a Vantage Point for Code-Switching Khyathi Raghavi Chandu A. Black 25 7 0 01 May 2020
Template Guided Text Generation for Task-Oriented Dialogue Mihir Kale Abhinav Rastogi 27 12 0 30 Apr 2020
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms Zhiyu Zoey Chen Wenhu Chen Hanwen Zha Xiyou Zhou Yunkai Zhang Sairam Sundaresan William Yang Wang NAI 24 64 0 30 Apr 2020
Informed Sampling for Diversity in Concept-to-Text NLG Giulio Zhou Gerasimos Lampouras 14 2 0 29 Apr 2020
Conversations with Search Engines: SERP-based Conversational Response Generation Pengjie Ren Zhumin Chen Zhaochun Ren Evangelos Kanoulas Christof Monz Maarten de Rijke 27 31 0 29 Apr 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
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui Wang Xiaojun Quan Jianxing Yu 8 58 0 26 Apr 2020
A Tailored Pre-Training Model for Task-Oriented Dialog Generation Jing Gu Qingyang Wu Chongruo Wu Weiyan Shi Zhou Yu 25 17 0 24 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 13 85 0 23 Apr 2020
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition Dingmin Wang Chenghua Lin Qi Liu Kam-Fai Wong 19 17 0 22 Apr 2020
Where is the context? -- A critique of recent dialogue datasets Johannes E. M. Mosig Vladimir Vlasov Alan Nichol 29 8 0 22 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 19 0 21 Apr 2020
Show Us the Way: Learning to Manage Dialog from Demonstrations Gabriel Gordon-Hall P. Gorinski Gerasimos Lampouras Ignacio Iacobacci OffRL 27 11 0 17 Apr 2020
Paraphrase Augmented Task-Oriented Dialog Generation Silin Gao Yichi Zhang Zhijian Ou Zhou Yu 26 87 0 16 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 28 320 0 15 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 23 71 0 13 Apr 2020