最近關注了一下AAAI2019，看了accepted papers，選了一些感興趣的論文，主要是自然語言處理方向文本分類的一些論文，有事沒事看看，記錄一下。
Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network
How Does Knowledge of the AUC Constrain the Set of Possible Ground-truth Labelings?
Adaptive Region Embedding for Text Classification
Graph Convolutional Networks for Text Classification
Explicit Interaction Model towards Text Classification
Trainable Undersampling for Class-Imbalance Learning
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization
Dependency or Span, End-to-End Uniform Semantic Role Labeling
Weakly-Supervised Hierarchical Text Classification
Understanding VAEs in Fisher-Shannon Plane
Deep Short Text Classification with Knowledge Powered Attention
Better Fine-tuning via Instance Weighting for Text Classification