Cirhuzalain / cdsmodel

CDS Model

CDS : Cross-Lingual Document Summarization

Activate virtual environment

1. Use conda create -n cdsmodel python=3.7 to create a new environment
2. Use conda activate cdsmodel to activate the previously created environment

Clone the project

You can clone the repository with git clone https://github.com/Cirhuzalain/cdsmodel After cloning the project use cd cdsmodel

Install Dependencies on a CUDA enable device

Use pip install -r requirements.txt command

Training & Evaluation on Dummy Data

1. Use python train.py -config config/train.json command for training
2. Use python test.py -config config/test.json command for evaluation

Resources

• AMMI NLP 2 Course
• Hugging Face Transformer
• Optuna (https://optuna.org/)
• NCLS : (https://arxiv.org/abs/1909.00156)

Built with

• Python
• Numpy
• PyTorch
• Rouge Score
• Tensorboard