Robust Dialogue State Tracking with Weak Supervision and Sparse Data

7 February 2022

Papers citing "Robust Dialogue State Tracking with Weak Supervision and Sparse Data"

21 / 21 papers shown

Title
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 185 192 0 29 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 58 73 0 10 Sep 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 55 54 0 01 Jun 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 95 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 32 45 0 20 Jan 2021
Language Model is All You Need: Natural Language Understanding as Question Answering Mahdi Namazifar Alexandros Papangelis Gokhan Tur Dilek Z. Hakkani-Tür 37 49 0 05 Nov 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 65 62 0 24 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 54 68 0 12 Oct 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 50 137 0 28 Sep 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 67 277 0 10 Jul 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 56 321 0 15 Apr 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 69 167 0 08 Oct 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu Andrea Madotto Ehsan Hosseini-Asl Caiming Xiong R. Socher Pascale Fung 73 435 0 21 May 2019
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 147 1,311 0 29 Sep 2018
Modeling Multi-turn Conversation with Deep Utterance Aggregation Zhuosheng Zhang Jiangtong Li Peng Fei Zhu Zhao Hai Gongshen Liu 49 252 0 24 Jun 2018
Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong Caiming Xiong R. Socher 54 188 0 19 May 2018
An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking Puyang Xu Qi Hu 64 125 0 03 May 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 869 6,781 0 26 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 338 10,467 0 21 Jul 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 82 482 0 12 Jun 2016
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 505 27,263 0 01 Sep 2014