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The ability to infer persona from dialogue can have applications in areas ranging from computational narrative analysis to personalized dialogue generation.
Attachment styles and the” big five” personality traits: Their connections with each other and with romantic relationship outcomes
Phillip R Shaver and Kelly A Brennan. 1992 · 1992
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Recurrent personality factors based on trait ratings
Ernest C Tupes and Raymond E Christal. 1992 · 1992
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Autonomy as a moderator of the relationships between the big five personality dimensions and job performance
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Long short-term memory
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Improvising linguistic style: Social and affective bases for agent personality
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Does computer-generated speech manifest personality? an experimental test of similarity-attraction
Clifford Nass and Kwan Min Lee. 2000 · 2000
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Personage: Personality generation for dialogue
François Mairesse and Marilyn Walker. 2007 · 2007
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Personality and ideology as determinants of candidate preferences and “obama conversion” in the 2008 us presidential election
John T Jost, Tessa V West, and Samuel D Gosling. 2009 · 2008
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Emerging late adolescent friendship networks and big five personality traits: A social network approach
Maarten Selfhout, William Burk, Susan Branje, Jaap Denissen, Marcel Van Aken, and Wim Meeus. 2010 · 2010
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Predicting personality from twitter
Jennifer Golbeck, Cristina Robles, Michon Edmondson, and Karen Turner. 2011 · 2011
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Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014
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Learning latent personas of film characters
David Bamman, Brendan O’Connor, and Noah A Smith. 2014 · 2014
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Empirical evaluation of gated recurrent neural networks on sequence modeling
Junyoung Chung, Caglar Gulcehre, KyungHyun Cho, and Yoshua Bengio. 2014 · 2014
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Adam: A method for stochastic optimization
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Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Lifeng Shang, Zhengdong Lu, and Hang Li. 2015 · 2015
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End-to-end memory networks
Sainbayar Sukhbaatar, Jason Weston, Rob Fergus, et al. 2015 · 2015
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Oriol Vinyals and Quoc Le. 2015 · 2015
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Ask me anything: Dynamic memory networks for natural language processing
Ankit Kumar, Ozan Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, and Richard Socher. 2016 · 2016
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A persona-based neural conversation model
Jiwei Li, Michel Galley, Chris Brockett, Georgios P Spithourakis, Jianfeng Gao, and Bill Dolan. 2016 · 2016
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Toward automatic role identification in unannotated folk tales
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Personality profiling of fictional characters using sense-level links between lexical resources
Lucie Flekova and Iryna Gurevych. 2015 · 2015
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Deep metric learning using triplet network
Elad Hoffer and Nir Ailon. 2015 · 2015
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Skip-thought vectors
Ryan Kiros, Yukun Zhu, Ruslan R Salakhutdinov, Richard Zemel, Raquel Urtasun, Antonio Torralba, and Sanja Fidler. 2015 · 2015
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Key-value memory networks for directly reading documents
Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, and Jason Weston. 2016 · 2016
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Inferring interpersonal relations in narrative summaries
Shashank Srivastava, Snigdha Chaturvedi, and Tom M Mitchell. 2016 · 2016
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Aurko roy, and samy bengio
Łukasz Kaiser and Ofir Nachum. 2017 · 2017
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Personalizing dialogue agents: I have a dog, do you have pets too?
Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, and Jason Weston. 2018 · 2018
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