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Kangwook Lee

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Jun 2026

Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers

LOTUS is, to the authors' knowledge, the first latent-CoT method to bridge the gap to explicit CoT at the 3B scale, while cutting thought-phase latency by 2.5x-6.9x from compact math expressions to natural language.

Ying Fan, Anej Svete, Kangwook Lee · 4 citations