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Creating a system that can have meaningful conversations with humans to help accomplish tasks is one of the ultimate goals of Artificial Intelligence (AI).
Plato dialogue system: A flexible conversational AI research platform
Alexandros Papangelis, Mahdi Namazifar, Chandra Khatri, Yi-Chia Wang, Piero Molino, and Gökhan Tür · 2001
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UWashington: Negation resolution using machine learning methods
James Paul White · 2012
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ParlAI: A Dialog Research Software Platform
Alexander Miller, Will Feng, Dhruv Batra, Antoine Bordes, Adam Fisch, Jiasen Lu, Devi Parikh, and Jason Weston · 2014
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Robot learning with a spatial, temporal, and causal and-or graph
Caiming Xiong, Nishant Shukla, Wenlong Xiong, and Song-Chun Zhu · 2016
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Rasa: Open Source Language Understanding and Dialogue Management
Tom Bocklisch, Joey Faulkner, Nick Pawlowski, and Alan Nichol · 2017
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PyDial: A Multi-domain Statistical Dialogue System Toolkit
Stefan Ultes, Lina M. Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iñigo Casanueva, Paweł Budzianowski, Nikola Mrkšić, Tsung-Hsien Wen, Milica Gašić, and Steve Young · 2017
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Why we should have seen that coming: comments on microsoft’s tay “experiment,” and wider implications
Marty J Wolf, Keith W Miller, and Frances S Grodzinsky · 2017
Cited alongside, same era.
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
Cited alongside, same era.
TinyBERT: Distilling BERT for natural language understanding
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, and Qun Liu · 2020
Cited alongside, same era.
Discriminative nearest neighbor few-shot intent detection by transferring natural language inference
Jianguo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip Yu, Richard Socher, and Caiming Xiong · 2020
Cited alongside, same era.
https://docs.microsoft.com/en-us/composer/ , a
Bot framework composer · 2021
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https://cloud.google.com/dialogflow/
Dialogflow · 2021
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https://aws.amazon.com/lex/
Lex · 2021
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https://www.ibm.com/products/watson-assistant/
Watson assistant · 2021
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Chapter 24: Chatbots & dialogue systems
Daniel Jurafsky and James H. Martin · 2021
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https://powervirtualagents.microsoft.com/en-us/
Power virtual agents · 2022
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Botpress · 2021
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Recent advances and challenges in task-oriented dialog systems
Zheng Zhang, Ryuichi Takanobu, Qi Zhu, MinLie Huang, and XiaoYan Zhu
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