ResearchBenchmarksWord Similarity on WordSim353 Wiki052024 corpusWord Similarity on WordSim353 Wiki052024 corpusFollow0.7Spearman Correlation (ρ)BERT0.287120.394310.50150.60869May 31, 2024Evaluation resultsMethodMethodLinksSpearman Correlation (ρ)BERTEvaluation Protocol=Pr...Evaluation Protocol=Pre-train, Layer Selection=First2024.050.7BERTEvaluation Protocol=Fi...Evaluation Protocol=Fine-tune, Layer Selection=First2024.050.695BERTEvaluation Protocol=Fi...Evaluation Protocol=Fine-tune, Layer Selection=Last2024.050.373BERTEvaluation Protocol=Pr...Evaluation Protocol=Pre-train, Layer Selection=Last2024.050.303