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Dialogue State Tracking is central to multi-domain task-oriented dialogue systems, responsible for extracting information from user utterances.
Properties of binary vector dissimilarity measures
Bin Zhang and Sargur N Srihari. 2003 · 2003
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Sumbt+ larl: End-to-end neural task-oriented dialog system with reinforcement learning
Hwaran Lee, Seokhwan Jo, HyungJun Kim, Sangkeun Jung, and Tae-Yoon Kim. 2020 · 2009
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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
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Graph Attention Networks
Petar Veličković, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, and Yoshua Bengio. 2018 · 2018
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
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Transferable multi-domain state generator for task-oriented dialogue systems
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, and Pascale Fung. 2019 · 2019
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Multi-domain dialogue state tracking as dynamic knowledge graph enhanced question answering
Li Zhou and Kevin Small. 2019 · 2019
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Schema-guided multi-domain dialogue state tracking with graph attention neural networks
Lu Chen, Boer Lv, Chi Wang, Su Zhu, Bowen Tan, and Kai Yu. 2020 · 2020
Cited alongside, same era.
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, and Milica Gasic. 2020 · 2020
Cited alongside, same era.
A simple language model for task-oriented dialogue
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, and Richard Socher. 2020 · 2020
Cited alongside, same era.
SAS: Dialogue state tracking via slot attention and slot information sharing
Jiaying Hu, Yan Yang, Chencai Chen, Liang He, and Zhou Yu. 2020 · 2020
Cited alongside, same era.
Meta-reinforced multi-domain state generator for dialogue systems
Yi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du, and Shuo Ma. 2020 · 2020
Cited alongside, same era.
A contextual hierarchical attention network with adaptive objective for dialogue state tracking
Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu, and Jie Zhou. 2020 · 2020
Later among the works it cites.
GCDST: A graph-based and copy-augmented multi-domain dialogue state tracking
Peng Wu, Bowei Zou, Ridong Jiang, and AiTi Aw. 2020 · 2020
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Find or classify? dual strategy for slot-value predictions on multi-domain dialog state tracking
Jian-Guo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wan, Philip S Yu, Richard Socher, and Caiming Xiong. 2019 · 2020
Later among the works it cites.
Efficient context and schema fusion networks for multi-domain dialogue state tracking
Su Zhu, Jieyu Li, Lu Chen, and Kai Yu. 2020 · 2020
Later among the works it cites.
Message-aware graph attention networks for large-scale multi-robot path planning
Qingbiao Li, Weizhe Lin, Zhe Liu, and Amanda Prorok. 2021 · 2021
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Sungdong Kim, Sohee Yang, Gyuwan Kim, and Sang-Woo Lee. 2020 · 2020
Cited alongside, same era.
Dialogue state tracking with explicit slot connection modeling
Yawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang, and Jiajun Chen. 2020 · 2020
Cited alongside, same era.
Shuailong Liang, Lahari Poddar, and Gyuri Szarvas. 2021 · 2021
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Ubar: Towards fully end-to-end task-oriented dialog systems with gpt-2
Yunyi Yang, Yunhao Li, and Xiaojun Quan. 2021 · 2021
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