Papers2

#latent reasoning

ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces

ThinkRouter teaches a model to switch how it “thinks” based on how sure it feels, so it stays accurate without talking forever.

#latent reasoning#discrete token space#confidence-aware routing

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Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners

Beginner

Yihong Liu, Raoyuan Zhao et al.Jan 6arXiv

Large reasoning models can often find the right math answer in their “head” before finishing their written steps, but this works best in languages with lots of training data like English and Chinese.

#latent reasoning#chain-of-thought#multilingual LLMs

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