bhxdianzhang 's Collections

ParadoxGPT

Learning the Reviewer's "Aha Moment" for Better Scientific Writing


  • Note ParaReviewer-SFT: private ParadoxGPT reviewer-cognition model fine-tuned from a Qwen 4B base; analyzes real review concerns, severity, repair directions, transferable review rules, and proactive risk detection. / ParadoxGPT 私有 Reviewer SFT 模型,用于解析真实审稿 concern、严重程度、修复方向、可迁移审稿规则与主动风险发现。


  • Note ParaChecker-SFT: private ParadoxGPT checker model for commitment extraction, claim-support verification, cross-section consistency, inconsistency detection, and minimal-fix planning; K4 may over-generate and should be monitored. / ParadoxGPT 私有 Checker SFT 模型,用于承诺抽取、claim 支撑验证、跨章节一致性、逻辑不一致检测与最小修复规划;K4 可能过度生成,建议监控。


  • Note ParaDesigner-SFT: private ParadoxGPT designer model for evidence planning, experiment argumentation, ablation/mechanism design, sufficiency critique, and interpretation-boundary analysis. / ParadoxGPT 私有 Designer SFT 模型,用于证据规划、实验论证、消融与机制分析设计、充分性批判和解释边界分析。


  • Note ParaWriter-SFT: private ParadoxGPT writer model for realization diagnosis, problem insight framing, intro structure, commitment alignment, method necessity, and experiment-closure writing. / ParadoxGPT 私有 Writer SFT 模型,用于 realization 诊断、问题洞察 framing、引言结构、承诺对齐、方法必要性与实验闭环写作。