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Go Kamoda, Benjamin Heinzerling, Tatsuro Inaba, Keito Kudo, Keisuke Sakaguchi, Kentaro Inui · 2025 · DOI 10.18653/v1/2025.findings-naacl.355

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2026 1

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Inside the LLM Word Factory

cs.CL · 2026-06-07 · unverdicted · novelty 6.0

Activation patching localizes English detokenization in Llama2-7B to a two-stage attention-then-MLP process at layer 1 that generalizes to 12 models from 8 families, with depth varying by positional encoding, plus an early-layer probe achieving 0.94-0.97 AUROC.

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  • Inside the LLM Word Factory cs.CL · 2026-06-07 · unverdicted · none · ref 13

    Activation patching localizes English detokenization in Llama2-7B to a two-stage attention-then-MLP process at layer 1 that generalizes to 12 models from 8 families, with depth varying by positional encoding, plus an early-layer probe achieving 0.94-0.97 AUROC.