============ Overview ============ Case Collections ---------- - Word Vectors - `Improve Model Performance with Pre-trained Word Vectors `_ - Text Classification - `Text Classification Based on LSTM and Other RNN Networks `_ - `Text Classification Using Pre-trained Models `_ - `Custom Dataset for Text Multi-classification Task `_ - Information Extraction - `Express Bill Information Extraction with BiGRU-CRF Model `_ - `Optimizing Express Bill Extraction with Pre-trained Model ERNIE `_ - `Relation Extraction `_ - `Event Extraction `_ - Machine Reading Comprehension - `Machine Reading Comprehension Using Pre-trained Models `_ - Dialogue - `Multi-skill Dialogue `_ - Text Generation - `Automatic Couplet Generation with Seq2Seq Model `_ - `Intelligent Poetry Generation with ERNIE-GEN Model `_ - Time Series Prediction - `COVID-19 Case Prediction Using TCN Network `_ More tutorials available at `PaddleNLP on AI Studio `_