Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel Paper • 2607.14431 • Published 5 days ago • 10
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published 4 days ago • 174
FineVerify: Scaling Test-Time Compute with Fine-Grained Self-Verification for Agentic Search Paper • 2606.00660 • Published May 30 • 8
RankJudge: A Multi-Turn LLM-as-a-Judge Synthetic Benchmark Generator Paper • 2605.21748 • Published May 20 • 17
MLAIRE: Multilingual Language-Aware Information Retrieval Evaluation Protocal Paper • 2605.07249 • Published May 8 • 4
Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation Paper • 2605.11739 • Published May 13 • 60
Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Paper • 2605.10780 • Published May 12 • 33