Essays about: "ULMFiT"

Found 1 essay containing the word ULMFiT.

  1. 1. APPLICATIONS OF DEEP LEARNING IN TEXT CLASSIFICATION FOR HIGHLY MULTICLASS DATA

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Adam Grünwald; [2019]
    Keywords : ULMFiT; Neural Networks; NLP; LSTM; Transfer Learning;

    Abstract : Text classification using deep learning is rarely applied to tasks with more than ten target classes. This thesis investigates if deep learning can be successfully applied to a task with over 1000 target classes. A pretrained Long Short-Term Memory language model is fine-tuned and used as a base for the classifier. READ MORE