Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models

Ikhyun Cho, Julia Hockenmaier. Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 28961-28973, Association for Computational Linguistics, 2025. [doi]

Abstract

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