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
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
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking Su Zhu Jieyu Li Lu Chen Kai Yu 24 57 0 07 Apr 2020
Guided Dialog Policy Learning without Adversarial Learning in the Loop Ziming Li Sungjin Lee Baolin Peng Jinchao Li Julia Kiseleva Maarten de Rijke Shahin Shayandeh Jianfeng Gao 17 14 0 07 Apr 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 29 175 0 17 Mar 2020
CRWIZ: A Framework for Crowdsourcing Real-Time Wizard-of-Oz Dialogues Javier Chiyah-Garcia José Lopes Xingkun Liu H. Hastie 21 7 0 12 Mar 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 457 0 10 Mar 2020
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation Igor Shalyminov Alessandro Sordoni Adam Atkinson Hannes Schulz VLM 22 13 0 03 Mar 2020
Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion Jingsheng Yang Guang Liu Yuzhao Mao Zhiwei Zhao Weiguo Gao Xuan Li Haiqin Yang Jianping Shen 39 1 0 03 Mar 2020
Transfer Learning for Context-Aware Spoken Language Understanding Qian Chen Zhu Zhuo Wen Wang Qiuyun Xu 21 5 0 03 Mar 2020
Few-shot Natural Language Generation for Task-Oriented Dialog Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 30 198 0 27 Feb 2020
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset Qi Zhu Kaili Huang Zheng Zhang Xiaoyan Zhu Minlie Huang 26 109 0 27 Feb 2020
Data Augmentation for Copy-Mechanism in Dialogue State Tracking Xiaohui Song Liangjun Zang Yipeng Su Xing Wu Jizhong Han Songlin Hu 22 10 0 22 Feb 2020
"Wait, I'm Still Talking!" Predicting the Dialogue Interaction Behavior Using Imagine-Then-Arbitrate Model Zehao Lin Shaobo Cui Guodun Li Xiaoming Kang Feng Ji Fenglin Li Zhongzhou Zhao Haiqing Chen Yin Zhang 24 1 0 22 Feb 2020
Non-Autoregressive Dialog State Tracking Hung Le R. Socher Guosheng Lin 37 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
Adjusting Image Attributes of Localized Regions with Low-level Dialogue Tzu-Hsiang Lin Alexander I. Rudnicky Trung Bui Doo Soon Kim Jean Oh 16 4 0 11 Feb 2020
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents Shrimai Prabhumoye Margaret Li Jack Urbanek Emily Dinan Douwe Kiela Jason Weston Arthur Szlam AI4CE 44 14 0 07 Feb 2020
MA-DST: Multi-Attention Based Scalable Dialog State Tracking Adarsh Kumar Peter Ku Anuj Kumar Goyal A. Metallinou Dilek Z. Hakkani-Tür 29 58 0 07 Feb 2020
Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker P. Gulyaev E. Elistratova Vasily Konovalov Yuri Kuratov Leonid Pugachev Andrey Kravchenko 26 15 0 05 Feb 2020
Modeling ASR Ambiguity for Dialogue State Tracking Using Word Confusion Networks Vaishali Pal Fabien Guillot Manish Shrivastava J. Renders Laurent Besacier BDL 26 4 0 03 Feb 2020
Schema-Guided Dialogue State Tracking Task at DSTC8 Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 27 41 0 02 Feb 2020
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation Kang Min Yoo Hanbit Lee Franck Dernoncourt Trung Bui W. Chang Sang-goo Lee BDL 38 25 0 23 Jan 2020
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems Vevake Balaraman Bernardo Magnini 26 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
Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web Silei Xu Giovanni Campagna Jian Li M. Lam 17 26 0 16 Jan 2020
A Hybrid Solution to Learn Turn-Taking in Multi-Party Service-based Chat Groups Maira Gatti de Bayser M. Guerra Paulo Cavalin Claudio S. Pinhanez 9 1 0 14 Jan 2020
Attention over Parameters for Dialogue Systems Andrea Madotto Zhaojiang Lin Chien-Sheng Wu Jamin Shin Pascale Fung 47 20 0 07 Jan 2020
MALA: Cross-Domain Dialogue Generation with Action Learning Xinting Huang Jianzhong Qi Yu Sun Rui Zhang LRM 28 18 0 18 Dec 2019
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset Gustavo Penha Alex Bălan C. Hauff 36 54 0 10 Dec 2019
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue Jun Quan Deyi Xiong 16 17 0 05 Dec 2019
Semi-supervised Bootstrapping of Dialogue State Trackers for Task Oriented Modelling Bo-Hsiang Tseng Marek Rei Paweł Budzianowski Richard Turner Bill Byrne Anna Korhonen 27 5 0 26 Nov 2019
End-to-End Trainable Non-Collaborative Dialog System Yu Li Kun Qian Weiyan Shi Zhou Yu 28 45 0 25 Nov 2019
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 27 182 0 24 Nov 2019
The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service Meng Chen Ruixue Liu Lei Shen Shaozu Yuan Jingyan Zhou Youzheng Wu Xiaodong He Bowen Zhou 37 60 0 22 Nov 2019
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation Jiahuan Pei Pengjie Ren Christof Monz Maarten de Rijke MoE 11 16 0 19 Nov 2019
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue Sam Shleifer Manish Chablani A. Kannan Namit Katariya X. Amatriain BDL MedIm 19 0 0 16 Nov 2019
The Eighth Dialog System Technology Challenge Seokhwan Kim Michel Galley Chulaka Gunasekara Sungjin Lee Adam Atkinson ... Tim K. Marks Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta VLM 27 65 0 14 Nov 2019
Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim Sohee Yang Gyuwan Kim Sang-Woo Lee 32 195 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 42 196 0 09 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 25 85 0 07 Nov 2019
LIDA: Lightweight Interactive Dialogue Annotator Edward Collins Nikolai Rozanov Bingbing Zhang 12 11 0 05 Nov 2019
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning Arvind Neelakantan Semih Yavuz Sharan Narang V. Prasad Ben Goodrich Daniel Duckworth Chinnadhurai Sankar Xifeng Yan 27 15 0 31 Oct 2019
A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems T. Lai Quan Hung Tran Trung Bui Daisuke Kihara 24 29 0 28 Oct 2019
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models Qingyang Wu Yichi Zhang Yu Li Zhou Yu VLM 30 63 0 09 Oct 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 52 167 0 08 Oct 2019
Classification As Decoder: Trading Flexibility For Control In Neural Dialogue Sam Shleifer Manish Chablani Namit Katariya Anitha Kannan X. Amatriain 28 0 0 04 Oct 2019
Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation Bo-Hsiang Tseng Paweł Budzianowski Yen-Chen Wu Milica Gasic 13 4 0 02 Oct 2019
Abstractive Dialog Summarization with Semantic Scaffolds Lin Yuan Zhou Yu 39 27 0 02 Oct 2019
Dialogue Transformers Vladimir Vlasov Johannes E. M. Mosig Alan Nichol 34 56 0 01 Oct 2019
Retrieval-based Goal-Oriented Dialogue Generation Ana Valeria González Isabelle Augenstein Anders Søgaard 3DV 22 3 0 30 Sep 2019