2022
Multi-View Active Learning for Short Text Classification in User-Generated Data
EMNLP 2022finding
Mining user-generated data often suffers from the lack of enough labeled data, short document lengths, and the informal user language. In this paper, we propose a novel active learning model to overcome these obstacles in the tasks tailored for query phrases–e.g., detecting positive reports of natur…