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The use of deep pre-trained bidirectional transformers has led to remarkable progress in a number of applications (Devlin et al., 2018).
Sequential attention-based network for noetic end-to-end response selection
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Signature verification using a” siamese” time delay neural network
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Adam: A method for stochastic optimization
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Aligning books and movies: Towards story-like visual explanations by watching movies and reading books
Yukun Zhu, Ryan Kiros, Richard S. Zemel, Ruslan R. Salakhutdinov, Raquel Urtasun, Antonio Torralba, and Sanja Fidler · 2015
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Enhance word representation for out-of-vocabulary on ubuntu dialogue corpus
Jianxiong Dong and Jim Huang · 2018
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Building sequential inference models for end-to-end response selection
Jia-Chen Gu, Zhen-Hua Ling, Yu-Ping Ruan, and Quan Liu · 2018
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Joseph Peper Vignesh Athreya Chulaka Gunasekara Jatin Ganhotra Siva Sankalp Patel Lazaros Polymenakos Jonathan K. Kummerfeld, Sai R. Gouravajhala and Walter S. Lasecki · 2018
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Training millions of personalized dialogue agents
Wizard of Wikipedia: Knowledge-powered conversational agents
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Cross-lingual language model pretraining
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Acute-eval: Improved dialogue evaluation with optimized questions and multi-turn comparisons
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Learning to speak and act in a fantasy text adventure game
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Comparison of transfer-learning approaches for response selection in multi-turn conversations
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Starspace: Embed all the things!
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Response ranking with deep matching networks and external knowledge in information-seeking conversation systems
Liu Yang, Minghui Qiu, Chen Qu, Jiafeng Guo, Yongfeng Zhang, W Bruce Croft, Jun Huang, and Haiqing Chen · 2018
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Learning to rank question-answer pairs using hierarchical recurrent encoder with latent topic clustering
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Dstc7 task 1: Noetic end-to-end response selection
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BERT: Pre-training of deep bidirectional transformers for language understanding
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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
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Modeling multi-turn conversation with deep utterance aggregation
Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu, Hai Zhao, and Gongshen Liu
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