Introduction of model FewRel

Linkage

The source linkage of git：https://github.com/thunlp/FewRel

environmental requirements

• OS：Ubuntu 20.04
• Python version：3.7
• Dependencies：
  • torch==1.10
  • transformers
  • numpy
  • tqdm

1. clone：

   git clone git：https://github.com/thunlp/FewRel.git
   cd yourproject

2. create environment&activate：

   python3 -m venv venv
   source venv/bin/activate

Data Preparation

1. Download Dataset： The names of our dataset are listed as follows. The partition ratio is 73 The partition ratio is 82 The partition ratio is 91

Experiment

1. Finetune the model：

   python train_demo.py

2. Remark: For files and parameter settings, please see the train_demo.py