MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines

10 July 2020

Papers citing "MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines"

47 / 47 papers shown

Title
Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking Christopher Richardson Roshan Sharma Neeraj Gaur Parisa Haghani Anirudh S. Sundar Bhuvana Ramabhadran 47 0 0 24 Feb 2025
From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues Yu Li Devamanyu Hazarika Di Jin Julia Hirschberg Yang Liu 28 0 0 04 Oct 2024
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Abdulfattah Safa Gözde Gül Şahin 43 1 0 24 Sep 2024
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU Yan Li So-Eon Kim Seong-Bae Park S. Han 21 0 0 15 Aug 2024
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning Wen-Yu Chang Yun-Nung Chen 39 6 0 29 Apr 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation Juhwan Choi Jungmin Yun Kyohoon Jin Youngbin Kim 32 4 0 15 Apr 2024
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset Atsumoto Ohashi Ryutaro Hirai Shinya Iizuka Ryuichiro Higashinaka 51 1 0 26 Mar 2024
Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues Armand Stricker P. Paroubek 41 3 0 23 Feb 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 44 2 0 20 Feb 2024
Workflow-Guided Response Generation for Task-Oriented Dialogue Do June Min Paloma Sodhi Ramya Ramakrishnan 37 0 0 14 Nov 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 31 22 0 19 Jul 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking Björn Bebensee Haejun Lee 23 4 0 15 Jun 2023
Automatic Evaluation of Turn-taking Cues in Conversational Speech Synthesis Erik Ekstedt Siyang Wang Éva Székely Joakim Gustafson Gabriel Skantze 11 6 0 29 May 2023
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade Zefan Cai Xin Zheng Tianyu Liu Xu Wang H. Meng Jiaqi Han Gang Yuan Binghuai Lin Baobao Chang Yunbo Cao 26 4 0 24 May 2023
Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function A. B. Siddique M. H. Maqbool Kshitija Taywade H. Foroosh 24 12 0 24 Mar 2023
AnyTOD: A Programmable Task-Oriented Dialog System Jeffrey Zhao Yuan Cao Raghav Gupta Harrison Lee Abhinav Rastogi Mingqiu Wang H. Soltau Izhak Shafran Yonghui Wu VLM 25 10 0 20 Dec 2022
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems Sagi Shaier Lawrence E Hunter Katharina Kann 26 2 0 19 Dec 2022
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems Denis Emelin Daniele Bonadiman Sawsan Alqahtani Yi Zhang Saab Mansour 15 17 0 15 Dec 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 36 0 0 07 Nov 2022
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users? Zhiqiang Hu Roy Ka-Wei Lee Nancy F. Chen 32 4 0 24 Oct 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 39 1 0 15 Sep 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 22 60 0 14 Sep 2022
Manual-Guided Dialogue for Flexible Conversational Agents Ryuichi Takanobu Hao Zhou Yankai Lin Peng Li Jie Zhou Minlie Huang 27 1 0 16 Aug 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 38 27 0 29 Jul 2022
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog Baolin Peng Michel Galley Pengcheng He Chris Brockett Lars Liden E. Nouri Zhou Yu Bill Dolan Jianfeng Gao VLM 39 73 0 22 Jun 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 23 34 0 20 May 2022
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking Jinyu Guo Kai Shuang Jijie Li Zihan Wang Yixuan Liu 11 17 0 20 May 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 36 13 0 09 May 2022
Provably Confidential Language Modelling Xuandong Zhao Lei Li Yu-Xiang Wang MU 16 15 0 04 May 2022
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data Kai Nakamura Sharon Levy Yi-Lin Tuan Wenhu Chen W. Wang LMTD 22 32 0 28 Apr 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 27 10 0 27 Apr 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang Liran Wang Zhoujin Tian Wei Yu Wu Zhoujun Li 22 4 0 09 Apr 2022
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges Shikib Mehri Jinho Choi L. F. D’Haro Jan Deriu M. Eskénazi ... David Traum Yi-Ting Yeh Zhou Yu Yizhe Zhang Chen Zhang 30 21 0 18 Mar 2022
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language Phi Nguyen Van Tung Cao Hoang Dũng Nguyễn Mạnh Q. Minh Long Tran Quoc 15 2 0 15 Mar 2022
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking Jamin Shin Hangyeol Yu Hyeongdon Moon Andrea Madotto Juneyoung Park 22 29 0 03 Mar 2022
ASSIST: Towards Label Noise-Robust Dialogue State Tracking Fanghua Ye Yue Feng Emine Yilmaz 21 21 0 26 Feb 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia E. Ponti Ivan Vulić Anna Korhonen 30 28 0 31 Jan 2022
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 16 4 0 28 Nov 2021
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems Bosheng Ding Junjie Hu Lidong Bing Sharifah Aljunied Mahani Shafiq R. Joty Luo Si C. Miao 45 41 0 14 Oct 2021
Improving Dialogue State Tracking by Joint Slot Modeling Ting-Rui Chiang Yi-Ting Yeh 20 2 0 29 Sep 2021
Conversational Entity Linking: Problem Definition and Datasets Hideaki Joko Faegheh Hasibi K. Balog A. D. Vries 21 19 0 11 May 2021
Generalized Zero-shot Intent Detection via Commonsense Knowledge A. B. Siddique Fuad Jamour Luxun Xu Vagelis Hristidis 11 32 0 04 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 248 285 0 02 Feb 2021
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers Shiyang Li Semih Yavuz Kazuma Hashimoto Jia Li Tong Niu Nazneen Rajani Xifeng Yan Yingbo Zhou Caiming Xiong 36 62 0 24 Oct 2020
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems Andrea Madotto Zihan Liu Zhaojiang Lin Pascale Fung 38 58 0 14 Aug 2020
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems Vevake Balaraman Bernardo Magnini 18 19 0 21 Jan 2020
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 39 167 0 08 Oct 2019