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Ballast Detection on CORD-19

0.351CoherenceLDA Coherence
0.333450.3422250.3510.359775Feb 18, 2026

Evaluation results

MethodLinks
LDA CoherenceThreshold at Peak=0.30, Units Kept at Peak=26,3492026.020.351————
Embedding BERTThreshold at Peak=0.45, Units Kept at Peak=15,7922026.02——0.2653——
Information BottleneckThreshold at Peak=0.30-0.35, Units Kept at Peak=662026.02———1.0385—
IoU-BasedThreshold at Peak=0.00, Units Kept at Peak=16,6912026.02————7.81
TextRankThreshold at Peak=0.00, Units Kept at Peak=28,6082026.02—0.9922———