Essays about: "ULMFiT"
Found 2 essays containing the word ULMFiT.
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1. Multi-Label Text Classification with Transfer Learning for Policy Documents : The Case of the Sustainable Development Goals
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : 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
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2. APPLICATIONS OF DEEP LEARNING IN TEXT CLASSIFICATION FOR HIGHLY MULTICLASS DATA
University essay from Uppsala universitet/Statistiska institutionenAbstract : 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