Self-Regularization with Sparse Autoencoders for Controllable LLM-based Classification

Xuansheng Wu, Wenhao Yu, Xiaoming Zhai +1

Modern text classification methods heavily rely on contextual embeddings from large language models (LLMs). Compared to human-engineered features, these embeddings provide automati…