This is the repository containing the files of Mara Masaeva's Master's Thesis.
Classifiers_with_SHAP.ipynb: different classical classifiers with their most important features in SHAP plots
RoBERTa_model.ipynb: abanonded RoBERTa model, which achieved very low accuracy
SVC_WN_COMP_model.ipynb: SVM model with WordNet synonyms as extra feature, and testing against the extra data (which revealed a fault in the model)
SVC_WN_OOV_model.ipynb: SVM model where OOV's are replaced by a WordNet synonym