CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers

24 October 2020

Yingbo Zhou

Papers citing "CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers"

43 / 43 papers shown

Title
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems Christos Vlachos Themos Stafylakis Ion Androutsopoulos 43 1 0 10 Jun 2024
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems Amin Abolghasemi Z. Ren Arian Askari Mohammad Aliannejadi Maarten de Rijke Suzan Verberne 38 2 0 27 Mar 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling Zekun Li Zhiyu Zoey Chen Mike Ross Patrick Huber Seungwhan Moon Zhaojiang Lin Xin Luna Dong Adithya Sagar Xifeng Yan Paul A. Crook 38 22 0 16 Feb 2024
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems Hsuan Su Rebecca Qian Chinnadhurai Sankar Shahin Shayandeh Shang-Tse Chen Hung-yi Lee Daniel M. Bikel 28 0 0 11 Nov 2023
Data Augmentation for Conversational AI Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 30 3 0 09 Sep 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation Taha İbrahim Aksu MingSung Kan Nancy F. Chen VLM 13 9 0 07 Jun 2023
PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts Xiangjue Dong Yun He Ziwei Zhu James Caverlee AAML 23 7 0 07 Jun 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking Qingyue Wang Liang Ding Yanan Cao Yibing Zhan Zheng Lin Shi Wang Dacheng Tao Li Guo MoMe MoE 27 12 0 01 Jun 2023
Controllable Data Augmentation for Context-Dependent Text-to-SQL Dingzirui Wang Longxu Dou Wanxiang Che 15 0 0 27 Apr 2023
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking Jing Xu Dandan Song Chong Liu Siu Cheung Hui Fei Li Qiang Ju Xiaonan He Jian Xie 22 5 0 16 Feb 2023
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information Yen-Ting Lin Alexandros Papangelis Seokhwan Kim Sungjin Lee Devamanyu Hazarika Mahdi Namazifar Di Jin Yang Liu Dilek Z. Hakkani-Tür 26 35 0 10 Feb 2023
Self-Training with Purpose Preserving Augmentation Improves Few-shot Generative Dialogue State Tracking Jihyun Lee C. Lee Yunsu Kim G. G. Lee 14 0 0 17 Nov 2022
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking Haoning Zhang Junwei Bao Haipeng Sun Youzheng Wu Wenye Li Shuguang Cui Xiaodong He 27 6 0 10 Nov 2022
Controllable Dialogue Simulation with In-Context Learning Zekun Li Wenhu Chen Shiyang Li Hong Wang Jingu Qian Xi Yan 136 44 0 09 Oct 2022
Schema Encoding for Transferable Dialogue State Tracking Hyunmin Jeon G. G. Lee 16 0 0 05 Oct 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 15 60 0 14 Sep 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding Wanwei He Yinpei Dai Binyuan Hui Min Yang Zhen Cao Jianbo Dong Fei Huang Luo Si Yongbin Li VLM 35 31 0 14 Sep 2022
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue Zhi Chen Yuncong Liu Lu Chen Su Zhu Mengyue Wu Kai Yu 36 11 0 10 Sep 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 34 27 0 29 Jul 2022
Controllable User Dialogue Act Augmentation for Dialogue State Tracking Chun-Mao Lai Ming-Hao Hsu Chao-Wei Huang Yun-Nung (Vivian) Chen 17 6 0 26 Jul 2022
Taming Continuous Posteriors for Latent Variational Dialogue Policies Marin Vlastelica P. Ernst Gyuri Szarvas BDL OffRL 11 1 0 16 May 2022
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking Yifa Wang Jing Zhao Junwei Bao Chaoqun Duan Youzheng Wu Xiaodong He 19 18 0 05 May 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 20 29 0 03 Mar 2022
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools Zhoujian Sun Zhengxing Huang Nai Ding 10 7 0 15 Feb 2022
Robust Dialogue State Tracking with Weak Supervision and Sparse Data Michael Heck Nurul Lubis Carel van Niekerk Shutong Feng Christian Geishauser Hsien-Chin Lin Milica Gavsić 10 17 0 07 Feb 2022
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 37 59 0 22 Jan 2022
Toward Self-learning End-to-End Task-Oriented Dialog Systems Xiaoying Zhang Baolin Peng Jianfeng Gao Helen M. Meng 14 6 0 18 Jan 2022
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics Hyundong Justin Cho Chinnadhurai Sankar Christopher Lin Kaushik Ram Sadagopan Shahin Shayandeh Asli Celikyilmaz Jonathan May Ahmad Beirami 49 10 0 15 Dec 2021
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation David Alfonso-Hermelo Ahmad Rashid Abbas Ghaddar Huawei Noah’s Mehdi Rezagholizadeh 29 2 0 09 Nov 2021
Improving Dialogue State Tracking by Joint Slot Modeling Ting-Rui Chiang Yi-Ting Yeh 20 2 0 29 Sep 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding Shiyang Li Semih Yavuz Wenhu Chen Xifeng Yan 20 12 0 14 Sep 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer Zhaojiang Lin Bing-Quan Liu Andrea Madotto Seungwhan Moon Paul A. Crook ... Zhiguang Wang Zhou Yu Eunjoon Cho R. Subba Pascale Fung 17 73 0 10 Sep 2021
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance Carel van Niekerk A. Malinin Christian Geishauser Michael Heck Hsien-chin Lin Nurul Lubis Shutong Feng Milica Gavsić 18 9 0 09 Sep 2021
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances Takyoung Kim Yukyung Lee Hoonsang Yoon Pilsung Kang Junseong Bang Misuk Kim 36 3 0 28 Aug 2021
$C^3$ : Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues Hung Le Nancy F. Chen S. Hoi 11 2 0 16 Jun 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking Yinpei Dai Hangyu Li Yongbin Li Jian Sun Fei Huang Luo Si Xiao-Dan Zhu 18 54 0 01 Jun 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice H. Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 16 191 0 20 May 2021
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking Zhaojiang Lin Bing-Quan Liu Seungwhan Moon Paul A. Crook Zhenpeng Zhou Zhiguang Wang Zhou Yu Andrea Madotto Eunjoon Cho R. Subba 43 90 0 10 May 2021
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation Fanghua Ye Jarana Manotumruksa Emine Yilmaz 10 100 0 01 Apr 2021
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking Taha İbrahim Aksu Zhengyuan Liu Min-Yen Kan Nancy F. Chen 27 9 0 27 Feb 2021
Improving Longer-range Dialogue State Tracking Ye Zhang Yuan Cao Mahdis Mahdieh Jefferey Zhao Yonghui Wu 8 4 0 27 Feb 2021
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 245 914 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 185 711 0 17 Apr 2018