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
Domain Transfer in Dialogue Systems without Turn-Level Supervision Joachim Bingel Victor Petrén Bach Hansen Ana Valeria González Paweł Budzianowski Isabelle Augenstein Anders Søgaard OffRL 38 2 0 16 Sep 2019
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 36 606 0 12 Sep 2019
MOSS: End-to-End Dialog System Framework with Modular Supervision Weixin Liang Youzhi Tian Chengcai Chen Zhou Yu 22 51 0 12 Sep 2019
How to Build User Simulators to Train RL-based Dialog Systems Weiyan Shi Kun Qian Xuewei Wang Zhou Yu OffRL 21 63 0 03 Sep 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking Matthew Henderson Ivan Vulić I. Casanueva Paweł Budzianowski D. Gerz Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 33 15 0 03 Sep 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 19 80 0 02 Sep 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 18 215 0 01 Sep 2019
Dialog Intent Induction with Deep Multi-View Clustering Hugh Perkins Yi Yang VLM 11 32 0 30 Aug 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog Ryuichi Takanobu Hanlin Zhu Minlie Huang 21 90 0 28 Aug 2019
Multi-Granularity Representations of Dialog Shikib Mehri M. Eskénazi BDL 27 5 0 26 Aug 2019
Dialog State Tracking with Reinforced Data Augmentation Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Qun Liu OffRL 32 25 0 21 Aug 2019
Teacher-Student Framework Enhanced Multi-domain Dialogue Generation Shuke Peng Xinjing Huang Zehao Lin Feng Ji Haiqing Chen Yin Zhang 27 17 0 20 Aug 2019
Dialog State Tracking: A Neural Reading Comprehension Approach Shuyang Gao Abhishek Sethi Sanchit Agarwal Tagyoung Chung Dilek Z. Hakkani-Tür 16 161 0 06 Aug 2019
Structured Fusion Networks for Dialog Shikib Mehri Tejas Srinivasan M. Eskénazi 42 88 0 23 Jul 2019
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking Hwaran Lee Jinsik Lee Tae-Yoon Kim 14 162 0 17 Jul 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 36 308 0 12 Jul 2019
A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts Jiahuan Pei Pengjie Ren Maarten de Rijke MoE 16 20 0 10 Jul 2019
Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues Shachi Paul Rahul Goel Dilek Z. Hakkani-Tür 16 13 0 05 Jul 2019
Learning Multi-Party Turn-Taking Models from Dialogue Logs Maira Gatti de Bayser Paulo Cavalin Claudio S. Pinhanez Bianca Zadrozny 14 8 0 03 Jul 2019
HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking Rahul Goel Shachi Paul Dilek Z. Hakkani-Tür 17 71 0 01 Jul 2019
Deep Conversational Recommender in Travel Lizi Liao Ryuichi Takanobu Yunshan Ma Xun Yang Minlie Huang Tat-Seng Chua BDL 21 46 0 25 Jun 2019
Parallel Scheduled Sampling Daniel Duckworth Arvind Neelakantan Ben Goodrich Lukasz Kaiser Samy Bengio 33 23 0 11 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 14 110 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 15 24 0 04 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 22 84 0 02 Jun 2019
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention Wenhu Chen Jianshu Chen Pengda Qin Xifeng Yan William Yang Wang 31 129 0 30 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 34 432 0 21 May 2019
Learning to Memorize in Neural Task-Oriented Dialogue Systems Chien-Sheng Wu 21 5 0 19 May 2019
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems Fei Mi Minlie Huang Jiyong Zhang Boi Faltings 33 101 0 14 May 2019
Survey on Evaluation Methods for Dialogue Systems Jan Deriu Álvaro Rodrigo Arantxa Otegi Guillermo Echegoyen S. Rosset Eneko Agirre Mark Cieliebak 17 278 0 10 May 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 27 110 0 18 Apr 2019
A Repository of Conversational Datasets Matthew Henderson Paweł Budzianowski I. Casanueva Sam Coope D. Gerz ... N. Mrksic Georgios P. Spithourakis Pei-hao Su Ivan Vulić Tsung-Hsien Wen 30 89 0 13 Apr 2019
Improving Dialogue State Tracking by Discerning the Relevant Context Sanuj Sharma Prafulla Kumar Choubey Ruihong Huang 22 12 0 04 Apr 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models Tiancheng Zhao Kaige Xie M. Eskénazi 33 142 0 23 Feb 2019
Toward Scalable Neural Dialogue State Tracking Model E. Nouri Ehsan Hosseini-Asl BDL 20 80 0 03 Dec 2018
A Pragmatic Guide to Geoparsing Evaluation Milan Gritta Mohammad Taher Pilehvar Nigel Collier 19 67 0 29 Oct 2018