Research Article
Sentence Similarity Calculation Based on Probabilistic Tolerance Rough Sets
Table 9
MSE of various measurements of sentence similarity on STSbenchmark.
| Dataset | MSE | BERT-768 | BERT-1024 | M1 | M2 | M3 |
| MSRvid | 0.349 | 0.327 | 0.020 | 0.014 | 0.019 | STS-train | 0.251 | 0.238 | 0.021 | 0.015 | 0.018 | STS-dev | 0.311 | 0.256 | 0.021 | 0.015 | 0.022 | STS-test | 0.279 | 0.283 | 0.024 | 0.017 | 0.021 |
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