Temporal Sparse Autoencoders: Leveraging the Sequential Nature of Language for Interpretability - Bhalla, Usha; Oesterling, Alex; Mayrink Verdun, Claudio; Lakkaraju, Hima; Calmon, Flavio (International Conference on Learning Representations, 2026)