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most citedExploring Large Language Models for Detecting Mental Disorders

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cs.LG2025

Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling

Ivan Rodkin, Daniil Orel, Konstantin Smirnov +9

Reasoning is a core capability of large language models, yet how multi-step reasoning is learned and executed remains unclear. We study this question in a controlled cellular-autom…