LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder

Published in the Proceedings of EMNLP 2025 (Main Conference), pp. 28232–28251.

An earlier version, Sparse Auto-Encoder Interprets Linguistic Features in Large Language Models, appeared at the XLLM Workshop @ ACL 2025.