TODO

• Tensor2Tensor

Candidate Methods

• attention context
• adversarial
• residual
• ner
• focal loss

fastText

cat query.txt | ./fasttext print-word-vectors wiki.en.bin

src

• src: SemEval binary MTL
• src1: SemEval + imdb + DBpedia
• src-adv: adv_text
• src-mem: memory attention
• src3: Fudan-MTL
• src4: merge fudan-data into one dataset

Reference

• 分分钟带你杀入Kaggle Top 1%
• 用深度学习解决大规模文本分类问题
• 知乎看山杯夺冠记
• Deep Learning for NLP Best Practices
• Wide and Deep Model

• Relation Classification via Convolutional Deep Neural Network
• Adversarial Multi-task Learning for Text Classification
• Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
• Bidirectional Recurrent Convolutional Neural Network for Relation Classification
• Adversarial training methods for semi-supervised text classification
• Exploring the Limits of Language Modeling