2 Matching Annotations
  1. Last 7 days
    1. Cross-Model Consistency Verification leverages output agreement among heterogeneous models to assess sample difficulty and generate reliable annotations.

      大多数人认为高质量标注需要人工专家或单一强大模型来完成,但作者提出利用多个异构模型输出的一致性来评估样本难度和生成可靠标注,这一方法挑战了'人工标注最优'的传统认知,展示了模型间协作的潜力。

  2. May 2021
    1. Approaching email development this way transitions more of the quality assurance (QA) process to the browser instead of the email client. It gives email designers more power, control, and confidence in developing an email that will render gracefully across all email clients.

      can mostly test with browser and have less need (but still not no need) to test with email client