Sungjae Hwang

All You Need is Attention: Lightweight Attention-based Data Augmentation for Text Classification

This paper introduces LADAM, a novel method for enhancing the performance of text classification tasks. LADAM employs attention mechanisms to exchange semantically similar words between sentences. This approach generates a greater diversity of synthetic sentences compared to simpler operations like…