PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models
Paper • 2605.20873 • Published • 4
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Generative Recursive Reasoning
Paper • 2605.19376 • Published • 27
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs
Paper • 2605.20315 • Published • 28
A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook
Paper • 2605.20266 • Published • 56
It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
Paper • 2605.20258 • Published • 29
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papers 5 days ago
LiteFrame: Efficient Vision Encoders Unlock Frame Scaling in Video LLMs
Paper • 2605.17260 • Published • 24
Language-Switching Triggers Take a Latent Detour Through Language Models
Paper • 2605.18646 • Published • 4
PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents
Paper • 2605.19932 • Published • 7
Where Does Authorship Signal Emerge in Encoder-Based Language Models?
Paper • 2605.19908 • Published • 5
CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning
Paper • 2605.20075 • Published • 4