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Word Sense Disambiguation Using a Bidirectional LSTM +
Youtube-8m: A Large-scale Video Classification Benchmark +
A Comparative Study of Word Embeddings for Reading Comprehension +
A Deep Reinforced Model for Abstractive Summarization +
A Hybrid Convolutional Variational Autoencoder for Text Generation +
A Meta-Learning Perspective on Cold-Start Recommendations for Items +
ANALYTiC: An Active Learning System for Trajectory Classification +
A Recommender System for Hero Line-Ups in MOBA Games +
A Service Computing Manifesto: The Next 10 Years +
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings +
A Structured Self-attentive Sentence Embedding +
A Study of Smoothing Methods for Language Models Applied to Ad Hoc Information Retrieval +
A Unified Approach to Interpreting Model Predictions +
Adapting Sequence Models for Sentence Correction +
Adults in the Room: My Battle with Europeâs Deep Establishment +
Advances in Variational Inference +
Adversarial Feature Matching for Text Generation +
Adversarial Learning for Neural Dialogue Generation +
Adversarial Ranking for Language Generation +
An Elementary View on Factorization Machines +
An Overview of Natural Language Inference Data Collection: The Way Forward? +
Artificial Error Generation with Machine Translation and Syntactic Patterns +
Asilomar AI Principles +
Attention is all You Need +
Attentive Language Models +
Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction +
Automatic Question Answering Using A Deep Similarity Neural Network +
Bag of Tricks for Efficient Text Classification +
Bidirectional Attention Flow for Machine Comprehension +
BioSearch: A Semantic Search Engine for Bio2RDF +
Breaking the Mold: Clinical Trials Data As RDF +
Chains of Reasoning over Entities, Relations, and Text Using Recurrent Neural Networks +
Character-Level Language Modeling with Hierarchical Recurrent Neural Networks +
Clipper: A Low-latency Online Prediction Serving System +
Compressing Word Embeddings via Deep Compositional Code Learning +
Computational Learning of Morphology +
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge +
Convolutional Sequence to Sequence Learning +
Core-periphery Structure in Networks (revisited) +
Data Ingestion for the Connected World. +
DeepDive: Declarative Knowledge Base Construction +
DeepFM: A Factorization-machine based Neural Network for CTR Prediction +
DeepFix: A Fully Convolutional Neural Network for Predicting Human Eye Fixations +
DeepFix: Fixing Common C Language Errors by Deep Learning. +
Deep Learning Takes on Translation +
Deep Learning for Personalized Search and Recommender Systems +
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning +
Deep Voice: Real-time Neural Text-to-speech +
Densely Connected Convolutional Networks +
Development of Intelligent Semantic Search System for Rubber Research Data in Thailand +
Distributed Stochastic Variance Reduced Gradient Methods by Sampling Extra Data with Replacement +
DropoutNet: Addressing Cold Start in Recommender Systems +
DyNet: The Dynamic Neural Network Toolkit +
Dynamic Difficulty Adjustment for Maximized Engagement in Digital Games +
EOMM: An Engagement Optimized Matchmaking Framework +
Encyclopedia of Machine Learning and Data Mining +
Enriching Word Vectors with Subword Information +
Extracting Attribute-value Pairs from Product Specifications on the Web +
FastQA: A Simple and Efficient Neural Architecture for Question Answering +
Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration for Machine Learning +
FeUdal Networks for Hierarchical Reinforcement Learning +
FractalNet: Ultra-Deep Neural Networks Without Residuals +
Frustratingly Short Attention Spans in Neural Language Modeling +
GB-CENT: Gradient Boosted Categorical Embedding and Numerical Trees +
Get To The Point: Summarization with Pointer-Generator Networks +
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity +
High-risk Learning: Acquiring New Word Vectors from Tiny Data +
Improved Variational Autoencoders for Text Modeling Using Dilated Convolutions +
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning. +
Inspired: How to Create Tech Products Customers Love +
Introduction to Big Applied Natural Language Processing +
Joint Deep Modeling of Users and Items Using Reviews for Recommendation +
Language Modeling with Gated Convolutional Networks +
Latent Semantic Indexing and Convolutional Neural Network for Multi-label and Multi-class Text Classification +
Latent Sequence Decompositions +
Learned in Translation: Contextualized Word Vectors +
Learning When to Skim and When to Read +
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks +
Learning to Generate One-sentence Biographies from Wikidata +
Learning to Generate Reviews and Discovering Sentiment +
Learning to Skim Text +
Lecture 10 - Neural Machine Translation and Models with Attention +
Lecture 11 - Further Topics in Neural Machine Translation and Recurrent Models +
Leisure Luxuries and the Labor Supply of Young Men +
Lightweight Multilingual Entity Extraction and Linking +
MERALI at SemEval-2017 Task 2 Subtask 1: A Cognitively Inspired Approach +
Mask R-cnn +
Mastering the Game of Go Without Human Knowledge +
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks +
Memory-Efficient Implementation of DenseNets +
Mimicking Word Embeddings Using Subword RNNs +
Mind Games: Game Engines As An Architecture for Intuitive Physics +
Model-agnostic Meta-learning for Fast Adaptation of Deep Networks +
Mofa: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction +
Multi-channel Bilstm-crf Model for Emerging Named Entity Recognition in Social Media +
Neural Network Methods for Natural Language Processing +
Neural Sequence Learning Models for Word Sense Disambiguation +
NewsQA: A Machine Comprehension Dataset +
Off-policy Evaluation for Slate Recommendation +
OpenNMT: Open-Source Toolkit for Neural Machine Translation +