A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking

2 June 2020

Jie Zhou

Papers citing "A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking"

28 / 28 papers shown

Title
Non-Autoregressive Dialog State Tracking Hung Le R. Socher Guosheng Lin 62 52 0 19 Feb 2020
Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim Sohee Yang Gyuwan Kim Sang-Woo Lee 115 195 0 10 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 57 85 0 07 Nov 2019
Scalable Neural Dialogue State Tracking Vevake Balaraman Bernardo Magnini BDL 46 8 0 22 Oct 2019
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
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 69 80 0 02 Sep 2019
Dialog State Tracking: A Neural Reading Comprehension Approach Shuyang Gao Abhishek Sethi Sanchit Agarwal Tagyoung Chung Dilek Z. Hakkani-Tür 48 161 0 06 Aug 2019
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking Hwaran Lee Jinsik Lee Tae-Yoon Kim 40 162 0 17 Jul 2019
BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer Guan-Lin Chao Ian Lane 54 103 0 05 Jul 2019
HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking Rahul Goel Shachi Paul Dilek Z. Hakkani-Tür 54 71 0 01 Jul 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
Improving Dialogue State Tracking by Discerning the Relevant Context Sanuj Sharma Prafulla Kumar Choubey Ruihong Huang 39 13 0 04 Apr 2019
Toward Scalable Neural Dialogue State Tracking Model E. Nouri Ehsan Hosseini-Asl BDL 53 80 0 03 Dec 2018
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 75 173 0 29 Nov 2018
Towards Universal Dialogue State Tracking Liliang Ren Kaige Xie Lu Chen Kai Yu 56 122 0 22 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,511 0 11 Oct 2018
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
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 76 673 0 21 Sep 2018
Contextual Slot Carryover for Disparate Schemas Chetan Naik Arpit Gupta Hancheng Ge Lambert Mathias R. Sarikaya 38 20 0 05 Jun 2018
Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong Caiming Xiong R. Socher 57 188 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
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 642 130,942 0 12 Jun 2017
Hierarchical Recurrent Attention Network for Response Generation Chen Xing Wei Wu Yu-Huan Wu Ming Zhou Yalou Huang Wei-Ying Ma 58 209 0 25 Jan 2017
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
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 64 1,108 0 15 Apr 2016
Incremental LSTM-based Dialog State Tracker Lukás Zilka Filip Jurcícek BDL 37 70 0 13 Jul 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks N. Mrksic Diarmuid Ó Séaghdha Blaise Thomson Milica Gasic Pei-hao Su David Vandyke Tsung-Hsien Wen S. Young 59 183 0 23 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014