Investigating the Effectiveness of Representations Based on Word-Embeddings in Active Learning for Labelling Text Datasets

Jinghui Lu, Maeve Henchion, Brian Mac Namee

Manually labelling large collections of text data is a time-consuming, expensive, and laborious task, but one that is necessary to support machine learning based on text datasets.…