Denny Britz

sciscore: 2.247



These summaries are imported from: https://github.com/dennybritz/deeplearning-papernotes

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Wide & Deep Learning for Recommender Systems
Heng-Tze Cheng and Levent Koc and Jeremiah Harmsen and Tal Shaked and Tushar Chandra and Hrishi Aradhye and Glen Anderson and Greg Corrado and Wei Chai and Mustafa Ispir and Rohan Anil and Zakaria Haque and Lichan Hong and Vihan Jain and Xiaobing Liu and Hemal Shah
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.IR, stat.ML

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Summary by Denny Britz 1 year ago
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SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar and Jian Zhang and Konstantin Lopyrev and Percy Liang
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL

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Recurrent Neural Machine Translation
Biao Zhang and Deyi Xiong and Jinsong Su
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL

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Summary by Denny Britz 1 year ago
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Progressive Neural Networks
Andrei A. Rusu and Neil C. Rabinowitz and Guillaume Desjardins and Hubert Soyer and James Kirkpatrick and Koray Kavukcuoglu and Razvan Pascanu and Raia Hadsell
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG

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Summary by Denny Britz 1 year ago
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Pointer Sentinel Mixture Models
Stephen Merity and Caiming Xiong and James Bradbury and Richard Socher
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.AI

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Summary by Denny Britz 1 year ago
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Learning Online Alignments with Continuous Rewards Policy Gradient
Yuping Luo and Chung-Cheng Chiu and Navdeep Jaitly and Ilya Sutskever
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.CL

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Summary by Denny Britz 1 year ago
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Neural Machine Translation with Reconstruction
Zhaopeng Tu and Yang Liu and Lifeng Shang and Xiaohua Liu and Hang Li
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL

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Summary by Denny Britz 1 year ago
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Neural Machine Translation with Recurrent Attention Modeling
Zichao Yang and Zhiting Hu and Yuntian Deng and Chris Dyer and Alex Smola
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.NE, cs.CL

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Summary by Denny Britz 1 year ago
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Learning to Translate in Real-time with Neural Machine Translation
Jiatao Gu and Graham Neubig and Kyunghyun Cho and Victor O. K. Li
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.LG

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Layer Normalization
Jimmy Lei Ba and Jamie Ryan Kiros and Geoffrey E. Hinton
arXiv e-Print archive - 2016 via Local arXiv
Keywords: stat.ML, cs.LG

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Hierarchical Multiscale Recurrent Neural Networks
Junyoung Chung and Sungjin Ahn and Yoshua Bengio
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG

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Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation
Melvin Johnson and Mike Schuster and Quoc V. Le and Maxim Krikun and Yonghui Wu and Zhifeng Chen and Nikhil Thorat and Fernanda Viégas and Martin Wattenberg and Greg Corrado and Macduff Hughes and Jeffrey Dean
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.AI

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Summary by Denny Britz 1 year ago
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Generating Sentences from a Continuous Space
Samuel R. Bowman and Luke Vilnis and Oriol Vinyals and Andrew M. Dai and Rafal Jozefowicz and Samy Bengio
arXiv e-Print archive - 2015 via Local arXiv
Keywords: cs.LG, cs.CL

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Summary by Denny Britz 1 year ago
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Using Fast Weights to Attend to the Recent Past
Jimmy Ba and Geoffrey Hinton and Volodymyr Mnih and Joel Z. Leibo and Catalin Ionescu
arXiv e-Print archive - 2016 via Local arXiv
Keywords: stat.ML, cs.LG, cs.NE

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Natural Language Comprehension with the EpiReader
Adam Trischler and Zheng Ye and Xingdi Yuan and Kaheer Suleman
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL

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End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning
Jason D. Williams and Geoffrey Zweig
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.AI, cs.LG

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Summary by Denny Britz 1 year ago
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Dual Learning for Machine Translation
Yingce Xia and Di He and Tao Qin and Liwei Wang and Nenghai Yu and Tie-Yan Liu and Wei-Ying Ma
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL

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Deep Reinforcement Learning with a Natural Language Action Space
Ji He and Jianshu Chen and Xiaodong He and Jianfeng Gao and Lihong Li and Li Deng and Mari Ostendorf
arXiv e-Print archive - 2015 via Local arXiv
Keywords: cs.AI, cs.CL, cs.LG

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Summary by Denny Britz 1 year ago
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Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
Ashwin K Vijayakumar and Michael Cogswell and Ramprasath R. Selvaraju and Qing Sun and Stefan Lee and David Crandall and Dhruv Batra
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.AI, cs.CL, cs.CV

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#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
Haoran Tang and Rein Houthooft and Davis Foote and Adam Stooke and Xi Chen and Yan Duan and John Schulman and Filip De Turck and Pieter Abbeel
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.AI, cs.LG

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Summary by Denny Britz 1 year ago
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Incorporating Copying Mechanism in Sequence-to-Sequence Learning
Jiatao Gu and Zhengdong Lu and Hang Li and Victor O. K. Li
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.AI, cs.LG, cs.NE

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Summary by Denny Britz 1 year ago
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Fully Character-Level Neural Machine Translation without Explicit Segmentation
Jason Lee and Kyunghyun Cho and Thomas Hofmann
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.LG

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Summary by Denny Britz 1 year ago
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Attention-over-Attention Neural Networks for Reading Comprehension
Yiming Cui and Zhipeng Chen and Si Wei and Shijin Wang and Ting Liu and Guoping Hu
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.NE

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Summary by Denny Britz 1 year ago
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Virtual Adversarial Training for Semi-Supervised Text Classification
Takeru Miyato and Andrew M. Dai and Ian Goodfellow
arXiv e-Print archive - 2016 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Denny Britz 1 year ago
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An Actor-Critic Algorithm for Sequence Prediction
Dzmitry Bahdanau and Philemon Brakel and Kelvin Xu and Anirudh Goyal and Ryan Lowe and Joelle Pineau and Aaron Courville and Yoshua Bengio
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG

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Summary by Denny Britz 1 year ago
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Reinforcement Learning with Unsupervised Auxiliary Tasks
Max Jaderberg and Volodymyr Mnih and Wojciech Marian Czarnecki and Tom Schaul and Joel Z Leibo and David Silver and Koray Kavukcuoglu
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.NE

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Professor Forcing: A New Algorithm for Training Recurrent Networks
Alex Lamb and Anirudh Goyal and Ying Zhang and Saizheng Zhang and Aaron Courville and Yoshua Bengio
arXiv e-Print archive - 2016 via Local arXiv
Keywords: stat.ML, cs.LG

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SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
Lantao Yu and Weinan Zhang and Jun Wang and Yong Yu
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.AI

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