Essays about: "ULMFiT"
Found 2 essays containing the word ULMFiT.
1. Multi-Label Text Classification with Transfer Learning for Policy Documents : The Case of the Sustainable Development GoalsUniversity essay from Uppsala universitet/Institutionen för lingvistik och filologi
Abstract : We created and analyzed a text classification dataset from freely-available web documents from the United Nation's Sustainable Development Goals. We then used it to train and compare different multi-label text classifiers with the aim of exploring the alternatives for methods that facilitate the search of information of this type of documents. READ MORE
University essay from Uppsala universitet/Statistiska institutionen
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