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What are the core components of CycleResearcher? What are the functions of each?

2025-08-19 151

CycleResearcher contains three core components:

  • CycleResearcher: Responsible for generating high-quality academic papers based on user-supplied topics and references, it supports a variety of pre-trained models (e.g., 12B, 72B, 123B), and can output a paper with a complete structure including an abstract, introduction, and references.
  • CycleReviewer: Provides an automated academic review function that outputs average ratings and acceptance/rejection decisions with an accuracy of 74.241 TP3T, suitable for quickly assessing the quality of papers.
  • DeepReviewer: Simulates multiple reviewers, provides three review modes: fast, standard and optimal, and supports background knowledge search and self-validation for scenarios that require in-depth analysis.

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