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Task-oriented dialogue (TOD) models have made significant progress in recent years.
An iterative design methodology for user-friendly natural language office information applications
J. F. Kelley · 1984
Earlier work this paper cites.
The ATIS spoken language systems pilot corpus
Charles T. Hemphill, John J. Godfrey, and George R. Doddington · 1990
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu · 2002
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Let’s go public! taking a spoken dialog system to the real world
Antoine Raux, Brian Langner, Dan Bohus, Alan W Black, and Maxine Eskenazi · 2005
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The second dialog state tracking challenge
Matthew Henderson, Blaise Thomson, and Jason D Williams · 2014
Earlier work this paper cites.
Key-value retrieval networks for task-oriented dialogue
Mihail Eric and Christopher D Manning · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
A network-based end-to-end trainable task-oriented dialogue system
Tsung-Hsien Wen, David Vandyke, Nikola Mrkšić, Milica Gašić, Lina M. Rojas-Barahona, Pei-Hao Su, Stefan Ultes, and Steve Young · 2017
Earlier work this paper cites.
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
Earlier work this paper cites.
Building a conversational agent overnight with dialogue self-play
Pararth Shah, Dilek Hakkani-Tür, Gokhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, and Larry Heck · 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
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Unified language model pre-training for natural language understanding and generation
Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, M. Zhou, and Hsiao-Wuen Hon · 2019
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Unified language model pre-training for natural language understanding and generation
Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, and Hsiao-Wuen Hon · 2019
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Language models are unsupervised multitask learners
Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever · 2019
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“going on a vacation” takes longer than “going for a walk”: A study of temporal commonsense understanding
Ben Zhou, Daniel Khashabi, Qiang Ning, and Dan Roth · 2019
Earlier work this paper cites.
MultiWOZ 2.1: A consolidated multi-domain dialogue dataset with state corrections and state tracking baselines
Mihail Eric, Rahul Goel, Shachi Paul, Abhishek Sethi, Sanchit Agarwal, Shuyang Gao, Adarsh Kumar, Anuj Goyal, Peter Ku, and Dilek Hakkani-Tur · 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
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
Cited alongside, same era.
Synthesizing parallel data of user-generated texts with zero-shot neural machine translation
Benjamin Marie and Atsushi Fujita · 2020
Cited alongside, same era.
Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset
Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, and Pranav Khaitan · 2020
Cgodial: A large-scale benchmark for chinese goal-oriented dialog evaluation
Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, and Yongbin Li · 2022
Later among the works it cites.
Unified dialog model pre-training for task-oriented dialog understanding and generation
Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, and Yongbin Li · 2022
Later among the works it cites.
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
Later among the works it cites.
Training language models to follow instructions with human feedback
Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul F. Christiano, Jan Leike, and Ryan Lowe · 2022
Later among the works it cites.
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Cited alongside, same era.
Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset
Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, and Pranav Khaitan · 2020
Cited alongside, same era.
Schema aware semantic reasoning for interpreting natural language queries in enterprise settings
Jaydeep Sen, Tanaya Babtiwale, Kanishk Saxena, Yash Butala, Sumit Bhatia, and Karthik Sankaranarayanan · 2020
Cited alongside, same era.
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
Cited alongside, same era.
Action-based conversations dataset: A corpus for building more in-depth task-oriented dialogue systems
Derek Chen, Howard Chen, Yi Yang, Alexander Lin, and Zhou Yu · 2021
Cited alongside, same era.
"how robust r u?": Evaluating task-oriented dialogue systems on spoken conversations, 2021
Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Behnam Hedayatnia, and Dilek Hakkani-Tur · 2021
Cited alongside, same era.
Are NLP models really able to solve simple math word problems?
Arkil Patel, Satwik Bhattamishra, and Navin Goyal · 2021
Cited alongside, same era.
RADDLE: An evaluation benchmark and analysis platform for robust task-oriented dialog systems
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, and Jianfeng Gao · 2021
Cited alongside, same era.
Scl-rai: Span-based contrastive learning with retrieval augmented inference for unlabeled entity problem in ner, 2022
Shuzheng Si, Shuang Zeng, Jiaxing Lin, and Baobao Chang · 2022
Later among the works it cites.
EVI: Multilingual spoken dialogue tasks and dataset for knowledge-based enrolment, verification, and identification
Georgios Spithourakis, Ivan Vulić, Michał Lis, Inigo Casanueva, and Paweł Budzianowski · 2022
Later among the works it cites.
A slot is not built in one utterance: Spoken language dialogs with sub-slots
Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, and Xiaojie Wang · 2022
Later among the works it cites.
Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, Quyet V. Do, Yan Xu, and Pascale Fung · 2023
Closest in time.
Unipcm: Universal pre-trained conversation model with task-aware automatic prompt, 2023
Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, and Yongbin Li · 2023
Closest in time.
Are llms all you need for task-oriented dialogue?
Vojtech Hudecek and Ondrej Dusek · 2023
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Vdialogue: A unified evaluation benchmark for visually-grounded dialogue, 2023
Yunshui Li, Binyuan Hui, Zhaochao Yin, Wanwei He, Run Luo, Yuxing Long, Min Yang, Fei Huang, and Yongbin Li · 2023
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Pace: Unified multi-modal dialogue pre-training with progressive and compositional experts, 2023
Yunshui Li, Binyuan Hui, ZhiChao Yin, Min Yang, Fei Huang, and Yongbin Li · 2023
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Santa: Separate strategies for inaccurate and incomplete annotation noise in distantly-supervised named entity recognition, 2023
Shuzheng Si, Zefan Cai, Shuang Zeng, Guoqiang Feng, Jiaxing Lin, and Baobao Chang · 2023
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Mining clues from incomplete utterance: A query-enhanced network for incomplete utterance rewriting, 2023
Shuzheng Si, Shuang Zeng, and Baobao Chang · 2023
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Mmicl: Empowering vision-language model with multi-modal in-context learning, 2023
Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, and Baobao Chang · 2023
Closest in time.