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cs.LG2025
The Markovian Thinker: Architecture-Agnostic Linear Scaling of Reasoning
Milad Aghajohari, Kamran Chitsaz, Amirhossein Kazemnejad +4
Reinforcement learning (RL) has recently become a strong recipe for training reasoning LLMs that produce long chains of thought (LongCoT). Yet the standard RL "thinking environment…
cs.LG2025★ 1 cited
A Large Scale Investigation of Scaling Limits in Chemical Language Models
Kamran Chitsaz, Roshan Balaji, Quentin Fournier +2
Chemical Language Models (CLMs) are increasingly used in de novo drug design, driven by recent growth in model scale, compute, and dataset size. However, the relationship between d…