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Recent studies have shown remarkable success in end-to-end task-oriented dialog system.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
Earlier work this paper cites.
Pomdp-based statistical spoken dialog systems: A review
Steve J. Young, Milica Gasic, Blaise Thomson, and Jason D. Williams. 2013 · 2013
Earlier work this paper cites.
Unsupervised domain adaptation by backpropagation
Yaroslav Ganin and Victor Lempitsky. 2014 · 2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
Earlier work this paper cites.
End-to-end memory networks
Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, and Rob Fergus. 2015 · 2015
Earlier work this paper cites.
Key-value retrieval networks for task-oriented dialogue
Mihail Eric, Lakshmi Krishnan, Francois Charette, and Christopher D. Manning. 2017 · 2017
Earlier work this paper cites.
A copy-augmented sequence-to-sequence architecture gives good performance on task-oriented dialogue
Mihail Eric and Christopher Manning. 2017 · 2017
Earlier work this paper cites.
Multi-domain adversarial learning for slot filling in spoken language understanding
Bing Liu and Ian Lane. 2017 · 2017
Cited alongside, same era.
Adversarial multi-task learning for text classification
Pengfei Liu, Xipeng Qiu, and Xuanjing Huang. 2017 · 2017
Cited alongside, same era.
MultiWOZ - a large-scale multi-domain wizard-of-Oz dataset for task-oriented dialogue modelling
Paweł Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gašić. 2018 · 2018
Cited alongside, same era.
Multi-source domain adaptation with mixture of experts
Jiang Guo, Darsh Shah, and Regina Barzilay. 2018 · 2018
Cited alongside, same era.
Sequicity: Simplifying task-oriented dialogue systems with single sequence-to-sequence architectures
Wenqiang Lei, Xisen Jin, Min-Yen Kan, Zhaochun Ren, Xiangnan He, and Dawei Yin. 2018 · 2018
Cited alongside, same era.
SHAPED: Shared-private encoder-decoder for text style adaptation
Ye Zhang, Nan Ding, and Radu Soricut. 2018 · 2018
Later among the works it cites.
Global-locally self-attentive encoder for dialogue state tracking
Victor Zhong, Caiming Xiong, and Richard Socher. 2018 · 2018
Later among the works it cites.
Multi-level memory for task oriented dialogs
Revanth Gangi Reddy, Danish Contractor, Dinesh Raghu, and Sachindra Joshi. 2019 · 2019
Later among the works it cites.
Entity-consistent end-to-end task-oriented dialogue system with KB retriever
Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, and Ting Liu. 2019b · 2019
Later among the works it cites.
Global-to-local memory pointer networks for task-oriented dialogue
Chien-Sheng Wu, Richard Socher, and Caiming Xiong. 2019a · 2019
Later among the works it cites.
Shared-private LSTM for multi-domain text classification
Haiming Wu, Yue Zhang, Xi Jin, Yun Xue, and Ziwen Wang. 2019b · 2019
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Mem2Seq: Effectively incorporating knowledge bases into end-to-end task-oriented dialog systems
Andrea Madotto, Chien-Sheng Wu, and Pascale Fung. 2018 · 2018
Cited alongside, same era.
Sequence-to-sequence learning for task-oriented dialogue with dialogue state representation
Haoyang Wen, Yijia Liu, Wanxiang Che, Libo Qin, and Ting Liu. 2018 · 2018
Cited alongside, same era.
Later among the works it cites.
A stack-propagation framework with token-level intent detection for spoken language understanding
Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, and Ting Liu. 2019a · 2087
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