Welcome!

This is the base code of various Natural Language Processing (NLP) tasks. This project has been inspired by yunjey/pytorch-tutorial, and I wanted to write a tutorial code for NLP.

How to start

Prepare a virtual environment (Python 3.8) and install the requirements.

$ git clone https://github.com/c-juhwan/nlp-basecode
$ cd nlp-basecode
$ conda create -n nlp-basecode python=3.8
$ conda activate nlp-basecode
$ pip install torch==1.13.1+cu116 torchvision==0.14.1+cu116 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu116
$ pip install -r requirements.txt

After the installation, move to the directory of each task and run the code.

Content

1. Text Classification
2. Textual Entailment
3. GLUE Benchmark
4. SuperGLUE Benchmark
5. Image Classification
6. More to come!