Character-level-Convolutional-Networks-for-Text-Classification

• Implemented a Text Classifier based on Character-level Convolutional Networks
• Performed preprocessing like removing hashtags, user ID etc.
• Implemented the model using TensorFlow and trained using Twitter Tweets Dataset
• Compared the model accuracy against traditional method - TFIDF with Multinomial Logistic Regression

Dataset used: https://www.kaggle.com/datasets/kazanova/sentiment140