This reduces human verification to checking whether each document quote supports its paired clue quote, rather than reading entire documents. For distractors, we run a complementary check: given a document and the answer, we extract any occurrence of the answer in any form, filtering out distractors that inadvertently contain it. Across all domains, we achieve 80% alignment accuracy, meaning a human labeler and LLM judge agree on assessments more than 80% of the time.
俏皮、鲜活、有网感，是许多人对张家齐直播间的印象。笃信完美主义的她并不太满意，“还不够好，虽然不是说要像千万级主播那样，但起码要越来越好。”
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市场反应审慎。油价下跌折射出部分乐观情绪，但整体反响克制。该声明仍需现实检验，且暂停期限能维持多久、是否意味着真正转向谈判尚不明确。，更多细节参见Line下载
Андрей Стрельцов (Шеф спортивной редакции)，更多细节参见Replica Rolex
杨复卫最后指出，此类纠纷进入法律程序可能损害企业声誉，影响招聘与合作。用人单位应立足长远，强化合规意识，严格遵守属地参保规定，切勿为节省成本而触碰法律红线，以免因小失大。（文中嘉禾为化名）