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Abbreviation ambiguity poses significant challenges when searching academic literature.This study evaluated the el falcon boss kit accuracy of clustering algorithms on imbalanced datasets with varying ratios of target groups.A corpus consisting of 1052 papers focused on the study of abbreviations.The "MSA" dataset was clustered using TF-IDF, cosine
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