Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog

20 May 2022

Chia-Chien Hung

Anne Lauscher

Ivan Vulić

Simone Paolo Ponzetto

Goran Glavaš

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Papers citing "Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog"

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Title
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus Xiaoming Shi Zeming Liu Chenkai Zhang Yiming Lei Haitao Leng ... Qingjie Liu Wanxiang Che Shaoguo Liu Size Li Yanjie Wang 132 1 0 10 Mar 2025
Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender Anne Lauscher Archie Crowley Dirk Hovy AILaw 77 56 0 24 Feb 2022
AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All Lei Zuo Kun Qian Bowen Yang Zhou Yu 89 15 0 15 Dec 2021
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog Chia-Chien Hung Anne Lauscher Simone Paolo Ponzetto Goran Glavaš 76 31 0 15 Oct 2021
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems Bosheng Ding Junjie Hu Lidong Bing Sharifah Aljunied Mahani Shafiq Joty Luo Si Chunyan Miao 102 41 0 14 Oct 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking Nikita Moghe Mark Steedman Alexandra Birch 86 13 0 28 Sep 2021
Sustainable Modular Debiasing of Language Models Anne Lauscher Tobias Lüken Goran Glavaš 114 123 0 08 Sep 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models Soumya Barikeri Anne Lauscher Ivan Vulić Goran Glavaš 91 184 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 78 62 0 05 Jun 2021
Overview of the Ninth Dialog System Technology Challenge: DSTC9 Chulaka Gunasekara Seokhwan Kim L. F. D’Haro Abhinav Rastogi Yun-Nung Chen ... A. Geramifard Satwik Kottur Seungwhan Moon Shivani Poddar R. Subba 101 75 0 12 Nov 2020
MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation Ting Han Ximing Liu Ryuichi Takanobu Yixin Lian Chongxuan Huang Dazhen Wan Wei Peng Minlie Huang 66 68 0 12 Oct 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 71 279 0 10 Jul 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 84 326 0 01 May 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 103 630 0 30 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 64 323 0 15 Apr 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation Yaobo Liang Nan Duan Yeyun Gong Ning Wu Fenfei Guo ... Shuguang Liu Fan Yang Daniel Fernando Campos Rangan Majumder Ming Zhou ELM VLM 95 350 0 03 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 201 976 0 24 Mar 2020
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset Qi Zhu Kaili Huang Zheng Zhang Xiaoyan Zhu Minlie Huang 58 111 0 27 Feb 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 95 200 0 09 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,587 0 05 Nov 2019
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data Guillaume Wenzek Marie-Anne Lachaux Alexis Conneau Vishrav Chaudhary Francisco Guzmán Armand Joulin Edouard Grave 104 658 0 01 Nov 2019
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 76 2,660 0 05 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 48 111 0 04 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 105 84 0 02 Jun 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 110 2,749 0 22 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 192 1,324 0 29 Sep 2018
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing Osman Ramadan Paweł Budzianowski Milica Gasic 73 115 0 17 Jul 2018
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 114 224 0 01 Jun 2017
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots Yu-Huan Wu Wei Wu Chen Xing Ming Zhou Zhoujun Li 79 496 0 06 Dec 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 103 484 0 12 Jun 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 77 1,109 0 15 Apr 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014