NLP-letters

This contains code for the NLP-letters project.

Scripts

Check ben-yu and TomOrth folders have individual scripts. Check their respective readmes for information

Running expermiments

For shallow models:

• python final_experiments.py -model svm -dataset full_text -preprocessing replace
• python final_experiments.py -model svm -dataset s1_s2 -preprocessing replace
• python final_experiments.py -model rf -dataset full_text -preprocessing replace
• python final_experiments.py -model rf -dataset s1_s2 -preprocessing replace

For BERT training, use final_bert_training.py or Final_BERT_Training notebook in Colab and comment and uncomment the sections of the script/notebook you need to run for the specific model.

Conda Environment Setup

1. Install Anaconda https://docs.anaconda.com/free/anaconda/install/
2. Create conda env conda env create -f environment.yml
3. Activate environment conda activate nlp-letters