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"

50 / 60 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 55 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 51 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 25 0 0 15 Aug 2024
Benchmarks Underestimate the Readiness of Multi-lingual Dialogue Agents Andrew H. Lee Sina J. Semnani Galo Castillo-López Gaël de Chalendar Monojit Choudhury ... Jiwon Seo Tianhao Shen Manish Shrivastava Deyi Xiong Monica S. Lam 40 0 0 28 May 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 43 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 51 2 0 20 Feb 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 36 12 0 16 Jan 2024
Workflow-Guided Response Generation for Task-Oriented Dialogue Do June Min Paloma Sodhi Ramya Ramakrishnan 45 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 39 22 0 19 Jul 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking Björn Bebensee Haejun Lee 31 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 28 6 0 29 May 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification Mujeen Sung James Gung Elman Mansimov Nikolaos Pappas Raphael Shu Salvatore Romeo Yi Zhang Vittorio Castelli 33 7 0 24 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
Generate labeled training data using Prompt Programming and GPT-3. An example of Big Five Personality Classification Eason Chen 33 3 0 22 Mar 2023
DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing Jihyung Lee Seungyeon Seo Yunsu Kim G. G. Lee 14 1 0 17 Mar 2023
Schema-Guided Semantic Accuracy: Faithfulness in Task-Oriented Dialogue Response Generation Jinghong Chen Weizhe Lin Bill Byrne 27 1 0 29 Jan 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Mingyu Derek Ma Jiun-Yu Kao Shuyang Gao Arpit Gupta Di Jin Tagyoung Chung Nanyun Peng 31 7 0 26 Jan 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 36 10 0 20 Dec 2022
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems Sagi Shaier Lawrence E Hunter Katharina Kann 29 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 23 17 0 15 Dec 2022
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning Xiao Yu Qingyang Wu Kun Qian Zhou Yu OffRL 21 11 0 30 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 43 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 42 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 31 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 43 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 49 74 0 22 Jun 2022
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning Zhi Chen Jijia Bao Lu Chen Yuncong Liu Da Ma ... Xinhsuai Dong Fujiang Ge Qingliang Miao Jian-Guang Lou Kai Yu ALM AI4CE 51 3 0 25 May 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 28 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 19 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 38 13 0 09 May 2022
Towards a Progression-Aware Autonomous Dialogue Agent Abraham Sanders T. Strzalkowski Mei Si Albert Ling Sheng Chang D. Dey J. Braasch Usa LLMAG 33 8 0 07 May 2022
Provably Confidential Language Modelling Xuandong Zhao Lei Li Yu-Xiang Wang MU 39 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 Wei Wang LMTD 30 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 29 10 0 27 Apr 2022
UniDU: Towards A Unified Generative Dialogue Understanding Framework Zhi Chen Lu Chen B. Chen Libo Qin Yuncong Liu Su Zhu Jian-Guang Lou Kai Yu 42 13 0 10 Apr 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang Liran Wang Zhoujin Tian Wei Wu Zhoujun Li 30 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 34 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 32 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 30 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 Edoardo Ponti Ivan Vulić Anna Korhonen 34 28 0 31 Jan 2022
AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All Lei Zuo Kun Qian Bowen Yang Zhou Yu 30 14 0 15 Dec 2021
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