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What are effective ways to solve the problem of time-consuming review of academic papers?

2025-08-19 174

CycleReviewer and DeepReviewer solve the time-consuming problem of traditional manual review:

  • The basic review uses CycleReviewer:reviewer = CycleReviewer()
    review_results = reviewer.evaluate(论文内容)
    , 74.241 TP3T review accuracy rate
  • Complex reviews use DeepReviewer's Standard Mode:deep_reviewer.evaluate(论文内容, mode='Standard Mode', reviewer_num=4)Simulation of 4 reviewers' comments
  • Deep Analytics in Best Mode: 6 Reviewers + Background Knowledge Search + Self-Verification

Tests showed that the system reduced the time it took to process a single paper from an average of seven days to less than six hours.

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