Real or Not? NLP with Disaster Tweets

Tech Stack: Python, Matplotlib, Pandas, Keras

We joined the competition “Real or Not? NLP with Disaster Tweets” during an exam at the University. We developed and evaluated several machine learning models that had the aim to classify tweet as real disaster or unreal disaster.

In particular we trained the following models:

  • Naive Bayes
  • LSTM
  • Bidirectional LSTM
  • Bert

We used keras to develop the models.

Luca Corbucci
Luca Corbucci
Computer Science Student

My name is Luca Corbucci, I was born on 12th August 1995 in Viterbo. I’m currently enrolled in the Master Degree in Computer Science at the University of Pisa.