ResearchBenchmarksMotivation Classification on ACL Algorithm Sentences Augmented (10-fold cross-validation)Motivation Classification on ACL Algorithm Sentences Augmented (10-fold cross-validation)Follow73.98Macro PrecisionSciBERT71.026471.793272.5673.3268Jun 29, 2026Evaluation resultsMethodMethodLinksMacro PrecisionMacro RecallMacro F1 ScoreSciBERTvalidation_protocol=10...validation_protocol=10-fold cross-validation2026.0673.9875.6475.97T5validation_protocol=10...validation_protocol=10-fold cross-validation2026.0673.3973.6673.17XLNetvalidation_protocol=10...validation_protocol=10-fold cross-validation2026.0671.1672.5771.37BERTvalidation_protocol=10...validation_protocol=10-fold cross-validation2026.0671.1475.0772.29