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Traditional end-to-end task-oriented dialogue systems have been built with a modularized design.
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. 2019 · 1910
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A speech understanding system based on statistical representation of semantics
Roberto Pieraccini, Evelyne Tzoukermann, Zakhar Gorelov, Jean-Luc Gauvain, Esther Levin, Chin-Hui Lee, and Jay G. Wilpon. 1992 · 1992
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A simple language model for task-oriented dialogue
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, and Richard Socher. 2020 · 2005
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DOM scripting: web design with JavaScript and the Document Object Model
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Using pomdps for dialog management
Steve J. Young. 2006 · 2006
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Pomdp-based statistical spoken dialog systems: A review
Steve J. Young, Milica Gasic, Blaise Thomson, and Jason D. Williams. 2013 · 2013
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Query intent detection using convolutional neural networks
Homa B Hashemi, Amir Asiaee, and Reiner Kraft. 2016 · 2016
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Deep LSTM based feature mapping for query classification
Yangyang Shi, Kaisheng Yao, Le Tian, and Daxin Jiang. 2016 · 2016
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The fourth dialog state tracking challenge
Seokhwan Kim, Luis Fernando D’Haro, Rafael E Banchs, Jason D Williams, and Matthew Henderson. 2017 · 2017
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Multiwoz - A large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling
Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gasic. 2018a · 2018
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A call for clarity in reporting BLEU scores
Matt Post. 2018 · 2018
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Semantically conditioned dialog response generation via hierarchical disentangled self-attention
Wenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, and William Yang Wang. 2019 · 2019
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Introducing Markdown and Pandoc: using markup language and document converter
Thomas Mailund. 2019 · 2019
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Transferable multi-domain state generator for task-oriented dialogue systems
Improving end-to-end task-oriented dialog system with A simple auxiliary task
Yohan Lee. 2021 · 2021
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Shades of bleu, flavours of success: The case of multiwoz
Tomás Nekvinda and Ondrej Dusek. 2021 · 2021
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Database search results disambiguation for task-oriented dialog systems
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, and Chinnadhurai Sankar. 2021 · 2021
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Alternating recurrent dialog model with large-scale pre-trained language models
Qingyang Wu, Yichi Zhang, Yu Li, and Zhou Yu. 2021 · 2021
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Sources of noise in dialogue and how to deal with them
Derek Chen and Zhou Yu. 2022 · 2022
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Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, and Pascale Fung. 2019 · 2019
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Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. 2020 · 2020
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MultiWOZ 2.2 : A dialogue dataset with additional annotation corrections and state tracking baselines
Xiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara, Raghav Gupta, Jianguo Zhang, and Jindong Chen. 2020 · 2020
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PRAL: A tailored pre-training model for task-oriented dialog generation
Jing Gu, Qingyang Wu, Chongruo Wu, Weiyan Shi, and Zhou Yu. 2021 · 2021
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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, Inigo Casanueva, Stefan Ultes, Osman Ramadan, and Milica Gašić. 2018b
Cited in the paper.
GALAXY: A generative pre-trained model for task-oriented dialog with semi-supervised learning and explicit policy injection
Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, and Yongbin Li. 2022 · 2022
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Godel: Large-scale pre-training for goal-directed dialog
Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, and Jianfeng Gao. 2022 · 2022
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Mars: Semantic-aware contrastive learning for end-to-end task-oriented dialog
Haipeng Sun, Junwei Bao, Youzheng Wu, and Xiaodong He. 2022 · 2022
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Krls: Improving end-to-end response generation in task oriented dialog with reinforced keywords learning
Xiao Yu, Qingyang Wu, Kun Qian, and Zhou Yu. 2022 · 2022
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