EFREI Paris - Deep Learning Challenge - 2019 In this challenge you will be building a model that automatically determines logical entailment between two sentences. You are free to handle the data as you wish, though your final submission file must be reproductible using solely your model. The size of the dataset is acceptable enough to be processed correctly by your personal computer. That being said, it could be helpful to profit from free cloud computing services, like Kaggle kernels or Google Colab. Any cheating strategies, like manually labelling the test dataset, would lead to a disqualification and a minimal final grade. Remember that final evaluation will be based on ranking, quality of code and ideas.