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Persona-based dialogue systems aim to generate consistent responses based on historical context and predefined persona.
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents
Wolf, T.; Sanh, V.; Chaumond, J.; and Delangue, C. 2019 · 1901
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The Second Conversational Intelligence Challenge (ConvAI2)
Dinan, E.; Logacheva, V.; Malykh, V.; Miller, A. H.; Shuster, K.; Urbanek, J.; Kiela, D.; Szlam, A. D.; Serban, I.; Lowe, R.; Prabhumoye, S.; Black, A. W.; Rudnicky, A. I.; Williams, J.; Pineau, J.; Burtsev, M. S.; and Weston, J. 2019 · 1902
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Long Short-Term Memory
Hochreiter, S.; and Schmidhuber, J. 1997 · 1997
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BLEU: A Method for Automatic Evaluation of Machine Translation
Papineni, K.; Roukos, S.; Ward, T.; and Zhu, W.-J. 2002 · 2002
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Adam: A Method for Stochastic Optimization
Kingma, D. P.; and Ba, J. 2015 · 2015
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Improving Language Understanding by Generative Pre-Training
Radford, A.; and Narasimhan, K. 2018 · 2018
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A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
Williams, A.; Nangia, N.; and Bowman, S. 2018 · 2018
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Personalizing Dialogue Agents: I have a dog, do you have pets too?
Zhang, S.; Dinan, E.; Urbanek, J.; Szlam, A. D.; Kiela, D.; and Weston, J. 2018 · 2018
Cited alongside, same era.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Devlin, J.; Chang, M.-W.; Lee, K.; and Toutanova, K. 2019 · 2019
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Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots
Gu, J.-C.; Ling, Z.-H.; Zhu, X.; and Liu, Q. 2019 · 2019
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Language Models are Unsupervised Multitask Learners
Radford, A.; Wu, J.; Child, R.; Luan, D.; Amodei, D.; and Sutskever, I. 2019 · 2019
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Dialogue Natural Language Inference
Welleck, S.; Weston, J.; Szlam, A.; and Cho, K. 2019 · 2019
Cited alongside, same era.
The pushshift reddit dataset
Baumgartner, J.; Zannettou, S.; Keegan, B.; Squire, M.; and Blackburn, J. 2020 · 2020
A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data
Zheng, Y.; Zhang, R.; Huang, M.; and Xiaoxi, M. 2020 · 2020
Later among the works it cites.
Recipes for Building an Open-Domain Chatbot
Roller, S.; Dinan, E.; Goyal, N.; Ju, D.; Williamson, M.; Liu, Y.; Xu, J.; Ott, M.; Shuster, K.; Smith, E. M.; Boureau, Y.-L.; and Weston, J. 2021 · 2021
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BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data
Song, H.; Wang, Y.; Zhang, K.; Zhang, W.; and Liu, T. 2021 · 2021
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A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation
Zeng, Y.; and Nie, J.-Y. 2021 · 2021
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A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation
Cao, Y.; Bi, W.; Fang, M.; Shi, S.; and Tao, D. 2022 · 2022
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Cited alongside, same era.
You Impress Me: Dialogue Generation via Mutual Persona Perception
Liu, Q.; Chen, Y.; Chen, B.; Lou, J.-G.; Chen, Z.; Zhou, B.; and Zhang, D. 2020 · 2020
Cited alongside, same era.
Beyond Goldfish Memory: Long-Term Open-Domain Conversation
Xu, J.; Szlam, A.; and Weston, J. 2022 · 2022
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OPT: Open Pre-trained Transformer Language Models
Zhang, S.; Roller, S.; Goyal, N.; Artetxe, M.; Chen, M.; Chen, S.; Dewan, C.; Diab, M.; Li, X.; Lin, X. V.; et al. 2022 · 2022
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