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20242026
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cs.CL2026

Stream: Scaling up Mechanistic Interpretability to Long Context in LLMs via Sparse Attention

J Rosser, José Luis Redondo García, Gustavo Penha +2

As Large Language Models (LLMs) scale to million-token contexts, traditional Mechanistic Interpretability techniques for analyzing attention scale quadratically with context length…