LangFIR: Discovering Sparse Language-Specific Features from Monolingual Data for Language Steering

Sing Hieng Wong, Hassan Sajjad, A. B. Siddique

Large language models (LLMs) show strong multilingual capabilities, yet reliably controlling the language of their outputs remains difficult. Representation-level steering addresse…