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Open-domain conversational agents or chatbots are becoming increasingly popular in the natural language processing community.
Coding dialogs with the DAMSL annotation scheme
Mark Core and James Allen. 1997 · 1997
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NLTK: The Natural Language Toolkit
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Empathic responding: Sympathy and personal distress
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The neurodevelopment of empathy in humans
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Recurrent neural network based language model
Tomáš Mikolov, Martin Karafiát, Lukáš Burget, Jan Černocký, and Sanjeev Khudanpur. 2010 · 2010
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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A dirichlet multinomial mixture model-based approach for short text clustering
Jianhua Yin, and Jianyong Wang. 2014 · 2014
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A neural conversational model
Oriol Vinyals, and Quoc Le. 2015 · 2015
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Towards taxonomy of errors in chat-oriented dialogue systems
Ryuichiro Higashinaka, Kotaro Funakoshi, Masahiro Araki, Hiroshi Tsukahara, Yuka Kobayashi, and Masahiro Mizukami. 2015 · 2015
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Semantically conditioned lstm-based natural language generation for spoken dialogue systems
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, and Steve Young. 2015 · 2015
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Overview of the NTCIR-12 Short Text Conversation Task
Lifeng Shang, Tetsuya Sakai, Zhengdong Lu, Hang Li, Ryuichiro Higashinaka, and Yusuke Miyao. 2016 · 2016
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A dialog research software platform
Alexander Miller, Will Feng, Dhruv Batra, Antoine Bordes, Adam Fisch, Jiasen Lu, Devi Parikh, and Jason Weston. 2017 · 2017
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Attention is all you need
Vaswani, Ashish, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Improving language understanding by generative pre-training
Alec Radford, Karthik Narasimhan, Tim Salimans, and Ilya Sutskever. 2018 · 2018
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2018. Towards explainable and controllable open domain dialogue generation with dialogue acts
Towards deep conversational recommendations
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, and Chris Pal. 2018 · 2018
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MojiTalk: Generating Emotional Responses at Scale
Xianda Zhou and William Yang Wang. 2018 · 2018
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2019. A Dialogue-Act Taxonomy for a Virtual Coach Designed to Improve the Life of Elderly
César Montenegro Portillo, Asier López Zorrilla, Javier Mikel Olaso Fernández, Roberto Santana Hermida, Raquel Justo Blanco, José Antonio Lozano Alonso, and María Inés Torres Barañano · 2019
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Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li and Y-Lan Boureau. 2019 · 2019
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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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Can Xu, Wei Wu, and Yu Wu · 2018
Cited alongside, same era.
Emotional chatting machine: Emotional conversation generation with internal and external memory
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, and Bing Liu. 2018 · 2018
Cited alongside, same era.
Open subtitles 2018: Statistical rescoring of sentence alignments in large, noisy parallel corpora
Pierre Lison, Jörg Tiedemann, and Milen Kouylekov. 2019 · 2018
Cited alongside, same era.
Empathic Response Generation in Chatbots
Timo Spring, Jacky Casas, Karl Daher, Elena Mugellini, and Omar Abou Khaled. 2019 · 2019
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Towards a Taxonomy of User Feedback Intents for Conversational Recommendations
Wanling Cai and Li Chen. 2019 · 2019
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Neural Response Generation with Relevant Emotions for Short Text Conversation
Zhongxia Chen, Ruihua Song, Xing Xie, Jian-Yun Nie, Xiting Wang, Fuzheng Zhang, and Enhong Chen. 2019 · 2019
Later among the works it cites.