SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens Paper • 2508.05305 • Published Aug 7, 2025 • 46
MUR: Momentum Uncertainty guided Reasoning for Large Language Models Paper • 2507.14958 • Published Jul 20, 2025 • 47
nablaNABLA: Neighborhood Adaptive Block-Level Attention Paper • 2507.13546 • Published Jul 17, 2025 • 125
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models Paper • 2506.06395 • Published Jun 5, 2025 • 133