most citedAdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following

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cs.AI2025

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition

Guanghao Ye, Khiem Duc Pham, Xinzhi Zhang +5

Recent AI advancements, such as OpenAI's new models, are transforming LLMs into LRMs (Large Reasoning Models) that perform reasoning during inference, taking extra time and compute…