Submission for Kaggle Competition "Real or Not? NLP with Disaster Tweet" (Top 10%)

Link to challenge: https://www.kaggle.com/c/nlp-getting-started/overview

Link to Public Kaggle Notebook (SVM's): https://www.kaggle.com/willyiamyu/disaster-word-embeddings-svm

In this repository you will find 3 notebooks:

• One using spaCy word vectors and SVM's
• One using BiLSTM's
• One using pre-trained BERT on sequence classification

SVM's achieve f1 score of 0.81152 on the test set, BiLSTM achieve 0.80, and BERT achieves ~0.84 f1 score.