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

Wide & Deep Learning for Recommender Systems

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.IR, stat.ML

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.IR, stat.ML

SQuAD: 100,000+ Questions for Machine Comprehension of Text

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Recurrent Neural Machine Translation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Pointer Sentinel Mixture Models

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI

Learning Online Alignments with Continuous Rewards Policy Gradient

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CL

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CL

Neural Machine Translation with Reconstruction

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Neural Machine Translation with Recurrent Attention Modeling

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.CL

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.CL

Learning to Translate in Real-time with Neural Machine Translation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG

Hierarchical Multiscale Recurrent Neural Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI

Generating Sentences from a Continuous Space

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.CL

more

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.CL

Using Fast Weights to Attend to the Recent Past

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG, cs.NE

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG, cs.NE

Natural Language Comprehension with the EpiReader

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI, cs.LG

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI, cs.LG

Dual Learning for Machine Translation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Deep Reinforcement Learning with a Natural Language Action Space

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.AI, cs.CL, cs.LG

more

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.AI, cs.CL, cs.LG

Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.AI, cs.CL, cs.CV

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.AI, cs.CL, cs.CV

#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.AI, cs.LG

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.AI, cs.LG

Incorporating Copying Mechanism in Sequence-to-Sequence Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI, cs.LG, cs.NE

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI, cs.LG, cs.NE

Fully Character-Level Neural Machine Translation without Explicit Segmentation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG

Attention-over-Attention Neural Networks for Reading Comprehension

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.NE

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.NE

Virtual Adversarial Training for Semi-Supervised Text Classification

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

An Actor-Critic Algorithm for Sequence Prediction

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

Adaptive Computation Time for Recurrent Neural Networks

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Reinforcement Learning with Unsupervised Auxiliary Tasks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.NE

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.NE

Professor Forcing: A New Algorithm for Training Recurrent Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI

more

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI

Sequence-Level Knowledge Distillation

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Neural Machine Translation in Linear Time

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

International Conference on Machine Learning - 2015 via Local Bibsonomy

Keywords: dblp

International Conference on Machine Learning - 2015 via Local Bibsonomy

Keywords: dblp

Alternative structures for character-level RNNs

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Attention with Intention for a Neural Network Conversation Model

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Building Machines That Learn and Think Like People

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Character-Aware Neural Language Models

AAAI Conference on Artificial Intelligence - 2016 via Local Bibsonomy

Keywords: dblp

AAAI Conference on Artificial Intelligence - 2016 via Local Bibsonomy

Keywords: dblp

Character-level Convolutional Networks for Text Classification

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Contextual LSTM (CLSTM) models for Large scale NLP tasks

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Deep Knowledge Tracing

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Deep Residual Learning for Image Recognition

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Distilling the Knowledge in a Neural Network

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Distributed Representations of Sentences and Documents

International Conference on Machine Learning - 2014 via Local Bibsonomy

Keywords: dblp

International Conference on Machine Learning - 2014 via Local Bibsonomy

Keywords: dblp

A Diversity-Promoting Objective Function for Neural Conversation Models

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Document Embedding with Paragraph Vectors

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

AAAI Conference on Artificial Intelligence - 2016 via Local Bibsonomy

Keywords: dblp

AAAI Conference on Artificial Intelligence - 2016 via Local Bibsonomy

Keywords: dblp

Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

End-To-End Memory Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Exploring the Limits of Language Modeling

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Latent Predictor Networks for Code Generation

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Empirical Methods on Natural Language Processing (EMNLP) - 2014 via Local Bibsonomy

Keywords: dblp

Empirical Methods on Natural Language Processing (EMNLP) - 2014 via Local Bibsonomy

Keywords: dblp

Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Multilingual Language Processing From Bytes

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Multi-task Sequence to Sequence Learning

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

A Neural Attention Model for Abstractive Sentence Summarization

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Neural Responding Machine for Short-Text Conversation

Association for Computational Linguistics - 2015 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2015 via Local Bibsonomy

Keywords: dblp

Neural Machine Translation by Jointly Learning to Align and Translate

arXiv e-Print archive - 2014 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2014 via Local Bibsonomy

Keywords: dblp

A Neural Network Approach to Context-Sensitive Generation of Conversational Responses

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

On Using Very Large Target Vocabulary for Neural Machine Translation

Association for Computational Linguistics - 2015 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2015 via Local Bibsonomy

Keywords: dblp

Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Pointer Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

On the Properties of Neural Machine Translation: Encoder-Decoder Approaches

arXiv e-Print archive - 2014 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2014 via Local Bibsonomy

Keywords: dblp

Recurrent Models of Visual Attention

Neural Information Processing Systems Conference - 2014 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2014 via Local Bibsonomy

Keywords: dblp

ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Recurrent Memory Network for Language Modeling

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Recurrent Neural Network Regularization

arXiv e-Print archive - 2014 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2014 via Local Bibsonomy

Keywords: dblp

Semi-supervised Sequence Learning

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Sequence to Sequence Learning with Neural Networks

Neural Information Processing Systems Conference - 2014 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2014 via Local Bibsonomy

Keywords: dblp