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