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Update README text
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README.md
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@@ -86,16 +86,16 @@ Here we compare the average multilingual semantic textual similairty capabilitie
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| Model | Average Spearman Cosine Test |
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| mstsb-paraphrase-multilingual-mpnet-base-v2 | 0.835890 |
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| paraphrase-multilingual-mpnet-base-v2 | 0.818896 |
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The following tables breakdown the performance of `mstsb-paraphrase-multilingual-mpnet-base-v2` according to the different tasks. For the sake of readability tasks have been splitted into monolingual and cross-lingual tasks.
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| Monolingual Task | Pearson Cosine test | Spearman Cosine test |
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| en;en | 0.868048310692506 | 0.8740170943535747 |
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| ar;ar | 0.8267139454193487 | 0.8284459741532022 |
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| cs;cs | 0.8466821720942157 | 0.8485417688803879 |
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@@ -113,10 +113,10 @@ The following tables breakdown the performance of `mstsb-paraphrase-multilingual
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| zh-CN;zh-CN | 0.826233678946644 | 0.8248515460782744 |
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| zh-TW;zh-TW | 0.8242683809675422 | 0.8235506799952028 |
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| Cross-lingual Task | Pearson Cosine test | Spearman Cosine test |
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| en;ar | 0.7990830340462535 | 0.7956792016468148 |
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| en;cs | 0.8381274879061265 | 0.8388713450024455 |
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| en;de | 0.8414439600928739 | 0.8441971698649943 |
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| Model | Average Spearman Cosine Test |
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|:---------------------------------------------:|:------------------------------:|
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| mstsb-paraphrase-multilingual-mpnet-base-v2 | 0.835890 |
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| paraphrase-multilingual-mpnet-base-v2 | 0.818896 |
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<br>
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The following tables breakdown the performance of `mstsb-paraphrase-multilingual-mpnet-base-v2` according to the different tasks. For the sake of readability tasks have been splitted into monolingual and cross-lingual tasks.
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| Monolingual Task | Pearson Cosine test | Spearman Cosine test |
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|:------------------:|:---------------------:|:-----------------------:|
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| en;en | 0.868048310692506 | 0.8740170943535747 |
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| ar;ar | 0.8267139454193487 | 0.8284459741532022 |
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| cs;cs | 0.8466821720942157 | 0.8485417688803879 |
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| zh-CN;zh-CN | 0.826233678946644 | 0.8248515460782744 |
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| zh-TW;zh-TW | 0.8242683809675422 | 0.8235506799952028 |
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<br>
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| Cross-lingual Task | Pearson Cosine test | Spearman Cosine test |
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|:--------------------:|:---------------------:|:-----------------------:|
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| en;ar | 0.7990830340462535 | 0.7956792016468148 |
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| en;cs | 0.8381274879061265 | 0.8388713450024455 |
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| en;de | 0.8414439600928739 | 0.8441971698649943 |
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