Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking

8 October 2019

Philip S. Yu

Papers citing "Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking"

50 / 100 papers shown

Title
Effective Sequence-to-Sequence Dialogue State Tracking Jeffrey Zhao Mahdis Mahdieh Ye Zhang Yuan Cao Yonghui Wu 20 42 0 31 Aug 2021
Task-Oriented Dialogue System as Natural Language Generation Weizhi Wang Zhirui Zhang Junliang Guo Yinpei Dai Boxing Chen Weihua Luo 28 32 0 31 Aug 2021
Ontology-Enhanced Slot Filling Yuhao Ding Yik-Cheung Tam 14 0 0 25 Aug 2021
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking Jinyu Guo Kai Shuang Jijie Li Zihan Wang 13 18 0 27 Jul 2021
A Dialogue-based Information Extraction System for Medical Insurance Assessment Shuang Peng Mengdi Zhou Minghui Yang Haitao Mi Shaosheng Cao Zujie Wen Teng Xu Hongbin Wang Lei Liu 23 4 0 13 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 106 10 0 12 Jul 2021
Efficient Dialogue State Tracking by Masked Hierarchical Transformer Min Mao Jiasheng Liu Jingyao Zhou Haipang Wu 16 0 0 28 Jun 2021
Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking Ting Han Chongxuan Huang Wei Peng 19 1 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 20 54 0 01 Jun 2021
Annotation Inconsistency and Entity Bias in MultiWOZ Kun Qian Ahmad Beirami Zhouhan Lin Ankita De A. Geramifard Zhou Yu Chinnadhurai Sankar 25 34 0 29 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 46 90 0 10 May 2021
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? Puhai Yang Heyan Huang Xian-Ling Mao 25 12 0 08 May 2021
Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking Weizhe Lin Bo-Hsiang Tseng Bill Byrne 16 43 0 09 Apr 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 15 100 0 01 Apr 2021
Pretraining the Noisy Channel Model for Task-Oriented Dialogue Qi Liu Lei Yu Laura Rimell Phil Blunsom 39 26 0 18 Mar 2021
Improving Longer-range Dialogue State Tracking Ye Zhang Yuan Cao Mahdis Mahdieh Jefferey Zhao Yonghui Wu 10 4 0 27 Feb 2021
A Hybrid Task-Oriented Dialog System with Domain and Task Adaptive Pretraining Boliang Zhang Ying Lyu Ning Ding Tianhao Shen Zhaoyang Jia Kun Han Kevin Knight VLM 19 5 0 08 Feb 2021
Attention Guided Dialogue State Tracking with Sparse Supervision Shuailong Liang Lahari Poddar Gyuri Szarvas 14 4 0 28 Jan 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 48 63 0 22 Jan 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering Shuyang Li Jin Cao Mukund Sridhar Henghui Zhu Shang-Wen Li Wael Hamza Julian McAuley BDL 10 45 0 20 Jan 2021
Few Shot Dialogue State Tracking using Meta-learning Saket Dingliwal Bill Gao Sanchit Agarwal Chien-Wei Lin Tagyoung Chung Dilek Z. Hakkani-Tür OffRL 49 21 0 17 Jan 2021
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 24 189 0 07 Dec 2020
Improving Limited Labeled Dialogue State Tracking with Self-Supervision Chien-Sheng Wu S. Hoi Caiming Xiong 11 22 0 26 Oct 2020
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
Jointly Optimizing State Operation Prediction and Value Generation for Dialogue State Tracking Yan Zeng J. Nie OffRL 11 5 0 24 Oct 2020
Open-Domain Dialogue Generation Based on Pre-trained Language Models Yan Zeng J. Nie 13 3 0 24 Oct 2020
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions Zhiyu Zoey Chen Honglei Liu Hu Xu Seungwhan Moon Hao Zhou Bing-Quan Liu 8 1 0 24 Oct 2020
Multi-Domain Dialogue State Tracking based on State Graph Yan Zeng J. Nie 21 6 0 21 Oct 2020
STN4DST: A Scalable Dialogue State Tracking based on Slot Tagging Navigation Puhai Yang Heyan Huang Xian-Ling Mao 6 0 0 21 Oct 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 32 66 0 12 Oct 2020
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles Carel van Niekerk Michael Heck Christian Geishauser Hsien-Chin Lin Nurul Lubis Marco Moresi Milica Gavsić 23 8 0 06 Oct 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 16 136 0 28 Sep 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 32 172 0 25 Sep 2020
CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking Zhi Chen Lu Chen Zi-Han Xu Yanbin Zhao Su Zhu Kai Yu 8 9 0 22 Sep 2020
Dual Learning for Dialogue State Tracking Zhi Chen Lu Chen Yanbin Zhao Su Zhu Kai Yu 12 3 0 22 Sep 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang Zhijian Ou Huixin Wang Junlan Feng RALM 21 67 0 17 Sep 2020
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study Karthik Gopalakrishnan Behnam Hedayatnia Longshaokan Wang Yang Liu Dilek Z. Hakkani-Tür 6 23 0 18 Aug 2020
Dialogue State Induction Using Neural Latent Variable Models Qingkai Min Libo Qin Zhiyang Teng Xiao Liu Yue Zhang 10 23 0 13 Aug 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 15 272 0 10 Jul 2020
A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking Yong Shan Zekang Li Jinchao Zhang Fandong Meng Yang Feng Cheng Niu Jie Zhou 6 52 0 02 Jun 2020
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking Michael Heck Carel van Niekerk Nurul Lubis Christian Geishauser Hsien-Chin Lin Marco Moresi Milica Gavsić 6 218 0 06 May 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 22 20 0 05 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 31 525 0 02 May 2020
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition Dingmin Wang Chenghua Lin Qi Liu Kam-Fai Wong 6 16 0 22 Apr 2020
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap Shuyang Gao Sanchit Agarwal Tagyoung Chung Di Jin Dilek Z. Hakkani-Tür 18 71 0 13 Apr 2020
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking Su Zhu Jieyu Li Lu Chen Kai Yu 9 57 0 07 Apr 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 27 173 0 17 Mar 2020
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems Vevake Balaraman Bernardo Magnini 12 19 0 21 Jan 2020
An End-to-End Dialogue State Tracking System with Machine Reading Comprehension and Wide & Deep Classification Yue Ma Zengfeng Zeng Dawei Zhu Xuan Li Yiying Yang Xiaoyuan Yao Kaijie Zhou Jianping Shen 12 33 0 19 Dec 2019
Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim Sohee Yang Gyuwan Kim Sang-Woo Lee 18 195 0 10 Nov 2019