Semantic Textual Similarity on JSTS (test)
65.56JSTS ScoreZipfian + Whitening
Evaluation results
| Method | Links | |
|---|---|---|
| Zipfian + WhiteningEmbedding=fastText-ja, Word Frequency Source=jawiki, Weighting Scheme=Zipfian, Post-processing Method=Whitening2024.11 | 65.56 | |
| SIF + CCREmbedding=fastText-ja, Word Frequency Source=jawiki, Method=SIF + CCR2024.11 | 61.03 | |
| Zipfian + CenteringEmbedding=fastText-ja, Word Frequency Source=jawiki, Weighting Scheme=Zipfian, Post-processing Method=Centering2024.11 | 57.55 | |
| ABTTEmbedding=fastText-ja, Word Frequency Source=jawiki, Post-processing Method=ABTT2024.11 | 57.14 | |
| Uniform + CenteringEmbedding=fastText-ja, Word Frequency Source=jawiki, Weighting Scheme=Uniform, Post-processing Method=Centering2024.11 | 56.05 | |
| fastText-jaEmbedding=fastText-ja, Word Frequency Source=jawiki2024.11 | 55.81 | |
| Uniform + WhiteningEmbedding=fastText-ja, Word Frequency Source=jawiki, Weighting Scheme=Uniform, Post-processing Method=Whitening2024.11 | 55.53 |