A curated collection of LLM research papers from July to December 2025, organized into categories including reasoning models, reinforcement learning methods, inference-time scaling, model architectures, training efficiency, diffusion-based language models, multimodal models, and pre-training datasets. The list serves as a reference for researchers and practitioners working on LLM-related projects.
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