An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking

3 May 2018

Papers citing "An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking"

25 / 75 papers shown

Title
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems Vevake Balaraman Bernardo Magnini 26 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 28 33 0 19 Dec 2019
DialogAct2Vec: Towards End-to-End Dialogue Agent by Multi-Task Representation Learning Zhuoxuan Jiang Ziming Huang Dong Sheng Li Xian-Ling Mao EgoV 27 2 0 11 Nov 2019
Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim Sohee Yang Gyuwan Kim Sang-Woo Lee 32 195 0 10 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 25 85 0 07 Nov 2019
A Robust Data-Driven Approach for Dialogue State Tracking of Unseen Slot Values Vevake Balaraman Bernardo Magnini OffRL 11 0 0 01 Nov 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 50 167 0 08 Oct 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 19 80 0 02 Sep 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding Zijian Zhao Su Zhu Kai Yu 21 29 0 28 Aug 2019
Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling Adrian de Wynter Lambert Mathias 16 0 0 26 Aug 2019
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking Qingbin Liu Shizhu He Kang Liu Shengping Liu Jun Zhao 14 1 0 21 Aug 2019
Flexibly-Structured Model for Task-Oriented Dialogues Lei Shu Piero Molino Mahdi Namazifar Hu Xu Bing-Quan Liu H. Zheng Gokhan Tur 11 17 0 06 Aug 2019
Dialog State Tracking: A Neural Reading Comprehension Approach Shuyang Gao Abhishek Sethi Sanchit Agarwal Tagyoung Chung Dilek Z. Hakkani-Tür 16 161 0 06 Aug 2019
BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer Guan-Lin Chao Ian Lane 6 102 0 05 Jul 2019
HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking Rahul Goel Shachi Paul Dilek Z. Hakkani-Tür 17 71 0 01 Jul 2019
Improving Long Distance Slot Carryover in Spoken Dialogue Systems Tongfei Chen Chetan Naik Hua He Pushpendre Rastogi Lambert Mathias 6 10 0 04 Jun 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 20 431 0 21 May 2019
Learning to Memorize in Neural Task-Oriented Dialogue Systems Chien-Sheng Wu 21 5 0 19 May 2019
Improving Dialogue State Tracking by Discerning the Relevant Context Sanuj Sharma Prafulla Kumar Choubey Ruihong Huang 14 12 0 04 Apr 2019
A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR) Michael Regan Pushpendre Rastogi Arpit Gupta Lambert Mathias 21 13 0 28 Mar 2019
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation Pushpendre Rastogi Arpit Gupta Tongfei Chen Lambert Mathias LRM 15 45 0 12 Mar 2019
Toward Scalable Neural Dialogue State Tracking Model E. Nouri Ehsan Hosseini-Asl BDL 12 80 0 03 Dec 2018
Towards Universal Dialogue State Tracking Liliang Ren Kaige Xie Lu Chen Kai Yu 11 121 0 22 Oct 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework Wenhu Chen Jianshu Chen Yu-Chuan Su Xin Eric Wang Dong Yu Xifeng Yan William Yang Wang 29 33 0 19 Aug 2018
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,640 0 03 Jul 2012