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
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 41 163 0 27 Jul 2021
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking Jinyu Guo Kai Shuang Jijie Li Zihan Wang 30 18 0 27 Jul 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 24 53 0 25 Jul 2021
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking Linhao Zhang Houfeng Wang 35 0 0 25 Jul 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking Binzong Geng Fajie Yuan Qiancheng Xu Ying Shen Ruifeng Xu Min Yang CLL 51 32 0 17 Jul 2021
Dialogue State Tracking with Multi-Level Fusion of Predicted Dialogue States and Conversations Jingyao Zhou Haipang Wu Zehao Lin Guodun Li Yin Zhang 116 10 0 12 Jul 2021
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient Context Hyunmin Jeon G. G. Lee OffRL 29 12 0 07 Jul 2021
A Knowledge-Grounded Dialog System Based on Pre-Trained Language Models Weijie Zhang Jiaoxuan Chen Haipang Wu Sanhui Wan Gongfeng Li 30 4 0 28 Jun 2021
Efficient Dialogue State Tracking by Masked Hierarchical Transformer Min Mao Jiasheng Liu Jingyao Zhou Haipang Wu 38 0 0 28 Jun 2021
End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management Silin Gao Ryuichi Takanobu Antoine Bosselut Minlie Huang 32 4 0 22 Jun 2021
Memory Augmented Optimizers for Deep Learning Paul-Aymeric McRae Prasanna Parthasarathi Mahmoud Assran Sarath Chandar ODL 32 3 0 20 Jun 2021
Do Encoder Representations of Generative Dialogue Models Encode Sufficient Information about the Task ? Prasanna Parthasarathi J. Pineau Sarath Chandar 33 2 0 20 Jun 2021
A Brief Study on the Effects of Training Generative Dialogue Models with a Semantic loss Prasanna Parthasarathi Mohamed Abdelsalam J. Pineau Sarath Chandar 27 0 0 20 Jun 2021
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems Hsien-Chin Lin Nurul Lubis Songbo Hu Carel van Niekerk Christian Geishauser Michael Heck Shutong Feng Milica Gavsić 27 29 0 16 Jun 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling Ashish Shenoy S. Bodapati Katrin Kirchhoff 47 15 0 15 Jun 2021
ARTA: Collection and Classification of Ambiguous Requests and Thoughtful Actions Shohei Tanaka Koichiro Yoshino Katsuhito Sudoh Satoshi Nakamura 8 5 0 15 Jun 2021
Communicating Natural Programs to Humans and Machines Samuel Acquaviva Yewen Pu Marta Kryven Theo Sechopoulos Catherine Wong Gabrielle Ecanow Maxwell Nye Michael Henry Tessler J. Tenenbaum 42 41 0 15 Jun 2021
Schema-Guided Paradigm for Zero-Shot Dialog Shikib Mehri M. Eskénazi 37 16 0 13 Jun 2021
Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring Linzi Xing Giuseppe Carenini 38 42 0 12 Jun 2021
CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection H. Weld Guanghao Huang Jean Lee Tongshu Zhang Kunze Wang Xinghong Guo Siqu Long Josiah Poon S. Han 29 18 0 11 Jun 2021
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation Xinnuo Xu Guoyin Wang Young-Bum Kim Sungjin Lee 33 32 0 10 Jun 2021
Shades of BLEU, Flavours of Success: The Case of MultiWOZ Tomás Nekvinda Ondrej Dusek 32 56 0 10 Jun 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models Soumya Barikeri Anne Lauscher Ivan Vulić Goran Glavaš 54 179 0 07 Jun 2021
Summary Grounded Conversation Generation R. Chulaka Gunasekara Guy Feigenblat Benjamin Sznajder Sachindra Joshi D. Konopnicki 27 8 0 07 Jun 2021
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Zhaojiang Lin Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 45 61 0 05 Jun 2021
Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory Yunhao Li Yunyi Yang Xiaojun Quan Jianxing Yu RALM 28 8 0 04 Jun 2021
SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain Ruochen Zhang Carsten Eickhoff 24 7 0 03 Jun 2021
High-Quality Diversification for Task-Oriented Dialogue Systems Zhiwen Tang Hrishikesh Kulkarni Grace Hui Yang 24 7 0 02 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 53 88 0 02 Jun 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation Sungdong Kim Minsuk Chang Sang-Woo Lee 24 19 0 30 May 2021
Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation Shuhe Wang Yuxian Meng Xiaofei Sun Fei Wu Rongbin Ouyang Rui Yan Tianwei Zhang Jiwei Li 44 15 0 30 May 2021
Annotation Inconsistency and Entity Bias in MultiWOZ Kun Qian Ahmad Beirami Zhouhan Lin Ankita De A. Geramifard Zhou Yu Chinnadhurai Sankar 41 35 0 29 May 2021
Semantic Representation for Dialogue Modeling Xuefeng Bai Yulong Chen Linfeng Song Yue Zhang 85 53 0 21 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 39 195 0 20 May 2021
SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services Yang Zhang Vahid Noroozi Evelina Bakhturina Boris Ginsburg 6 8 0 17 May 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 47 224 0 14 May 2021
Conversational AI Systems for Social Good: Opportunities and Challenges Peng Qi Jing Huang Youzheng Wu Xiaodong He Bowen Zhou 27 5 0 13 May 2021
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management Silin Gao Ryuichi Takanobu Wei Peng Qun Liu Minlie Huang 45 14 0 13 May 2021
Conversational Entity Linking: Problem Definition and Datasets Hideaki Joko Faegheh Hasibi K. Balog A. D. Vries 28 19 0 11 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 73 273 0 10 May 2021
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? Puhai Yang Heyan Huang Xian-Ling Mao 41 12 0 08 May 2021
Mind Reading at Work: Cooperation without common ground P. Wallis SyDa 13 0 0 05 May 2021
Meta-evaluation of Conversational Search Evaluation Metrics Zeyang Liu K. Zhou Max L. Wilson ELM 40 17 0 27 Apr 2021
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP Munazza Zaib Quan Z. Sheng W. Zhang 29 67 0 22 Apr 2021
Adapting Long Context NLM for ASR Rescoring in Conversational Agents Ashish Shenoy S. Bodapati Monica Sunkara S. Ronanki Katrin Kirchhoff 50 21 0 21 Apr 2021
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations Satwik Kottur Seungwhan Moon A. Geramifard Babak Damavandi 41 88 0 18 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavaš Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 40 32 0 17 Apr 2021
DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems Yu Li Shirley Anugrah Hayati Weiyan Shi Zhou Yu 43 5 0 16 Apr 2021
Conversational Semantic Role Labeling Kun Xu Han Wu Linfeng Song Haisong Zhang Linqi Song Dong Yu 19 20 0 11 Apr 2021
Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management Zhengxu Hou Bang Liu Ruihui Zhao Zijing Ou Yafei Liu Xi Chen Yefeng Zheng 9 9 0 10 Apr 2021