============
Overview
============

Case Collections
----------

  - Word Vectors

    - `Improve Model Performance with Pre-trained Word Vectors <https://aistudio.baidu.com/aistudio/projectdetail/1535355>`_

  - Text Classification

    - `Text Classification Based on LSTM and Other RNN Networks <https://aistudio.baidu.com/aistudio/projectdetail/1283423>`_
    - `Text Classification Using Pre-trained Models <https://aistudio.baidu.com/aistudio/projectdetail/1294333>`_
    - `Custom Dataset for Text Multi-classification Task <https://aistudio.baidu.com/aistudio/projectdetail/1468469>`_

  - Information Extraction

    - `Express Bill Information Extraction with BiGRU-CRF Model <https://aistudio.baidu.com/aistudio/projectdetail/1317771>`_
    - `Optimizing Express Bill Extraction with Pre-trained Model ERNIE <https://aistudio.baidu.com/aistudio/projectdetail/1329361>`_
    - `Relation Extraction <https://aistudio.baidu.com/aistudio/projectdetail/1639963>`_
    - `Event Extraction <https://aistudio.baidu.com/aistudio/projectdetail/1639964>`_

  - Machine Reading Comprehension

    - `Machine Reading Comprehension Using Pre-trained Models <https://aistudio.baidu.com/aistudio/projectdetail/1339612>`_

  - Dialogue

    - `Multi-skill Dialogue <https://aistudio.baidu.com/aistudio/projectdetail/1640180>`_

  - Text Generation

    - `Automatic Couplet Generation with Seq2Seq Model <https://aistudio.baidu.com/aistudio/projectdetail/1321118>`_
    - `Intelligent Poetry Generation with ERNIE-GEN Model <https://aistudio.baidu.com/aistudio/projectdetail/1339888>`_

  - Time Series Prediction

    - `COVID-19 Case Prediction Using TCN Network <https://aistudio.baidu.com/aistudio/projectdetail/1290873>`_

    More tutorials available at `PaddleNLP on AI Studio <https://aistudio.baidu.com/aistudio/personalcenter/thirdview/574995>`_