视频选题榜 2026-09-04 https://arxiv.org/abs/2609.02366 · NE-R1: Enhancing Named Entity Recognition Model via Reinforcement Learning · 学会不检索 · sentence 级 retrieval-on-demand 门控 + GRPO + CoT · round=R1