Accuracy and Order Sensitivity Diverge Under Label-Free Strategies

  • 类型：arxiv
  • 标识：2608.11947
  • 链接：https://arxiv.org/abs/2608.11947
  • 主分类：evaluation
  • 形态：benchmark
  • 被引：0
  • 被引来源：Semantic Scholar
  • S2被引：0
  • 影响力被引：0
  • TLDR：This paper test whether preventing a model from seeing option labels while committing to an answer removes positional influence and, in turn, improves performance, and evaluates two different strategies for mitigating bias.
  • 待LLM分类：否
  • 标题中文：Accuracy and Order Sensitivity Diverge Under Label-Free Strategies
  • TLDR中文：本文测试在模型作答时阻止其看到选项标签能否消除位置影响并进而提升性能，并评估了两种不同的偏置缓解策略。
  • 来源文件：
  • /inbox/tom/_candidates/2026-08-19-agent-rag-longcontext-candidates.json
  • [S2 enrich]