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Seongjun Lee

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#artificial intelligence Preprint Oct 2026

Parallelizable Probabilistic Latent Reasoning for Diverse Reasoning Trajectories

Language models relying on verbalized Chain-of-Thought (CoT) are constrained to token-by-token generation in the language space, where many tokens serve textual coherence rather than core reasoning. This entangles genuine differences in logical trajectories with superficial variations in verbalization. Moving reasoning...

Seokhyun Lee, Seongjun Lee, Changhee Lee · 0 citations

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