Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification

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Knowledge Triples

Source Entity	Relationship	Target Entity
BERT Method	performs	Text Classification Task
Domain-Specific Unlabeled Data Material	enhances	BERT Method
Domain-Specific Unlabeled Data Material	enhances	Word Embeddings Material
FastText Method	performs	Text Classification Task
Pre-trained Language Models Method	supports	Text Classification Task