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Explaining and Improving Model Behavior with k Nearest Neighbor Representations

Oct 18, 2020
Nazneen Fatema Rajani, Ben Krause, Wengpeng Yin, Tong Niu, Richard Socher, Caiming Xiong


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GeDi: Generative Discriminator Guided Sequence Generation

Sep 14, 2020
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq Joty, Richard Socher, Nazneen Fatema Rajani


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Taylorized Training: Towards Better Approximation of Neural Network Training at Finite Width

Feb 24, 2020
Yu Bai, Ben Krause, Huan Wang, Caiming Xiong, Richard Socher


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Dynamic Evaluation of Transformer Language Models

Apr 17, 2019
Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals


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Talking to myself: self-dialogues as data for conversational agents

Sep 19, 2018
Joachim Fainberg, Ben Krause, Mihai Dobre, Marco Damonte, Emmanuel Kahembwe, Daniel Duma, Bonnie Webber, Federico Fancellu

* 5 pages, 5 pages appendix, 2 figures 

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Dynamic Evaluation of Neural Sequence Models

Oct 25, 2017
Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals


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Multiplicative LSTM for sequence modelling

Oct 12, 2017
Ben Krause, Liang Lu, Iain Murray, Steve Renals


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Edina: Building an Open Domain Socialbot with Self-dialogues

Sep 28, 2017
Ben Krause, Marco Damonte, Mihai Dobre, Daniel Duma, Joachim Fainberg, Federico Fancellu, Emmanuel Kahembwe, Jianpeng Cheng, Bonnie Webber

* 10 pages; submitted to the 1st Proceedings of the Alexa Prize 

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Optimizing and Contrasting Recurrent Neural Network Architectures

Oct 16, 2015
Ben Krause


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