Unverified50% confidenceFactExact time
In TMLR's experiment, not a single one of the 10 papers held up under personal defense by the authors.
1
Sources
50%
Confidence
Long-term
Relevance
9/17/2026
First Seen
Sources
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Related Claims
UnverifiedThe author has not yet re-run the IFEval benchmark on the currently released checkpoint, nor has coding performance been tested.62% similarUnverifiedAuthorities have not yet publicly responded to whether the results of this checker will be incorporated into paper acceptance decisions.58% similarUnverifiedMost commercial detectors do not disclose real test results of their accuracy rates, and the project still lacks a verifiable complete dataset and methodology documentation.58% similarUnverified作者选择不做标签规范化以保留零样本泛化能力，但代价是9000个单例导致大量标签缺乏监督信号且训练不稳定56% similar
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