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Audit residual training overlap by shingle containment - #54
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Jaccard misses short excerpts and kit variants of longer training protocols. Containment finds 20 dev documents (15.8% of dev gold relations) and 3 test documents (1.2%) with at least half their text in one training document; the new annotation sets have none. Dev scores rise with overlap for every system. The audit reads no test predictions and leaves the frozen splits unchanged.
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Dedup used 5-word-shingle Jaccard, which stays low when a short document sits inside a longer one.
scripts/leakage_audit.pymeasures containment (share of a document's shingles in its nearest training document) for dev, test and the new annotation sets.The frozen splits are unchanged. Report:
reports/leakage/train-overlap.md; dataset card, model card and README limitations updated.