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Correctness-Aware Repository Filtering Under Maximum Effective Context Window Constraints
当LLM的上下文窗口超过有效限制时，准确率骤降。这篇论文提出的正确性感知预过滤框架，无需索引、亚毫秒级别过滤，却能压缩近90% token、提升准确率至72%，击中了LLM代码工具的效率要害。
arXiv:2605.14362v1 Announce Type: cross Abstract: Context window efficiency is a practical constraint in large language model (LLM)-based developer to…