AI_Collections

Word Embedding

• Efficient Estimation of Word Representations in Vector Space
• GloVe: Global Vectors for Word Representation
• Enriching Word Vectors with Subword Information

Sentence Embedding

• TOWARDS UNIVERSAL PARAPHRASTIC SENTENCE EMBEDDINGS
• A Simple but Tough-to-Beat Baseline for Sentence Embeddings

Text Classification

• Convolutional Neural Networks for Sentence Classification
• Bag of Tricks for Efficient Text Classification
• Character-level Convolutional Networks for Text Classification
• Very Deep Convolutional Networks for Text Classification

Reinforcement Learning

• Designing Neural Network Architectures using Reinforcement Learning
• Neural Architecture Search with Reinforcement Learning

Others

• distill.pub
• wildml.com