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Unstructured Persona-oriented Dialogue Systems (UPDS) has been demonstrated effective in generating persona consistent responses by utilizing predefined natural language user persona descriptions (e.g., "I am a vegan").
Personalized dialogue generation with diversified traits
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Latent dirichlet allocation
D. M. Blei, A. Y. Ng, and M. I. Jordan · 2002
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A pre-training based personalized dialogue generation model with persona-sparse data
Y. Zheng, R. Zhang, X. Mao, and M. Huang · 2002
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Probabilistic topic models
M. Steyvers and T. Griffiths · 2006
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Auto-encoding variational bayes
D. P. Kingma and M. Welling · 2013
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A biterm topic model for short texts
X. Yan, J. Guo, Y. Lan, and X. Cheng · 2013
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Neural machine translation by jointly learning to align and translate
D. Bahdanau, K. Cho, and Y. Bengio · 2014
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Empirical evaluation of gated recurrent neural networks on sequence modeling
J. Chung, Ç. Gülçehre, K. Cho, and Y. Bengio · 2014
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Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
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Glove: Global vectors for word representation
J. Pennington, R. Socher, and C. Manning · 2014
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Hierarchical neural network generative models for movie dialogues
I. V. Serban, A. Sordoni, Y. Bengio, A. C. Courville, and J. Pineau · 2015
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A neural conversational model
O. Vinyals and Q. V. Le · 2015
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A persona-based neural conversation model
J. Li, M. Galley, C. Brockett, G. Spithourakis, J. Gao, and B. Dolan · 2016
Cited alongside, same era.
How NOT to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
C. Liu, R. Lowe, I. V. Serban, M. Noseworthy, L. Charlin, and J. Pineau · 2016
Cited alongside, same era.
A hierarchical latent variable encoder-decoder model for generating dialogues
I. V. Serban, A. Sordoni, R. Lowe, L. Charlin, J. Pineau, A. C. Courville, and Y. Bengio · 2016
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Personalization in goal-oriented dialog
C. K. Joshi, F. Mi, and B. Faltings · 2017
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Dailydialog: A manually labelled multi-turn dialogue dataset
Training millions of personalized dialogue agents
P. Mazaré, S. Humeau, M. Raison, and A. Bordes · 2018
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Personalizing a dialogue system with transfer reinforcement learning
K. Mo, Y. Zhang, S. Li, J. Li, and Q. Yang · 2018
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Assigning personality/profile to a chatting machine for coherent conversation generation
Q. Qian, M. Huang, H. Zhao, J. Xu, and X. Zhu · 2018
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Neural models for documents with metadata
N. A. Smith, D. Card, and C. Tan · 2018
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Personalizing dialogue agents: I have a dog, do you have pets too?
S. Zhang, E. Dinan, J. Urbanek, A. Szlam, D. Kiela, and J. Weston · 2018
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Personalizing dialogue agents via meta-learningf
Z. Lin, A. Madotto, C.-S. Wu, and P. Fung · 2019
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Y. Li, H. Su, X. Shen, W. Li, Z. Cao, and S. Niu · 2017
Cited alongside, same era.
Group linguistic bias aware neural response generation
J. Wang, X. Wang, F. Li, Z. Xu, Z. Wang, and B. Wang · 2017
Cited alongside, same era.
Personalized response generation via domain adaptation
M. Yang, Z. Zhao, W. Zhao, X. Chen, J. Zhu, L. Zhou, and Z. Cao · 2017
Cited alongside, same era.
Learning personas from dialogue with attentive memory networks
E. Chu, P. Vijayaraghavan, and D. Roy · 2018
Cited alongside, same era.
Learning personalized end-to-end goal-oriented dialog
L. Luo, W. Huang, Q. Zeng, Z. Nie, and X. Sun · 2018
Cited alongside, same era.
Bag-of-words as target for neural machine translation
S. Ma, X. Sun, Y. Wang, and J. Lin · 2018
Cited alongside, same era.
An adversarial learning framework for A persona-based multi-turn dialogue model
O. Olabiyi, A. Khazane, A. Salimov, and E. T. Mueller · 2019
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Exploiting persona information for diverse generation of conversational responses
H. Song, W. Zhang, Y. Cui, D. Wang, and T. Liu · 2019
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Learning to speak and act in a fantasy text adventure game
J. Urbanek, A. Fan, S. Karamcheti, S. Jain, S. Humeau, E. Dinan, T. Rocktäschel, D. Kiela, A. Szlam, and J. Weston · 2019
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Refnet: A reference-aware network for background based conversation
C. Meng, P. Ren, Z. Chen, C. Monz, J. Ma, and M. de Rijke · 2020
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Thinking globally, acting locally: Distantly supervised global-to-local knowledge selection for background based conversation
P. Ren, Z. Chen, C. Monz, J. Ma, and M. de Rijke · 2020
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