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XLMR-BERTovski

Feature Extraction

text-embeddings-inference

Inference Endpoints

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RVN commited on Jan 10, 2023

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@@ -41,23 +41,23 @@ Scores are averages of three runs. We use the same hyperparameter settings for a
 ## Bulgarian
-|                 | **UPOS** | **UPOS** | **XPOS** | **XPOS** | **NER** |  **NER** |
-|-----------------|:--------:|:--------:|:--------:|:--------:|:-------:|:--------:|
-|                 |  **Dev** | **Test** |  **Dev** | **Test** | **Dev** | **Test** |
-| **XLM-R-base**  |   99.2   |   99.4   |   98.0   |   98.3   |   93.2  |   92.9   |
-| **XLM-R-large** |   99.3   |   99.4   |   97.4   |   97.7   |   93.7  |   93.5   |
-| **BERTovski**   |   98.8   |   99.1   |   97.6   |   97.8   |   93.5  |   93.3   |
-| **XLMR-BERTovski**   |  99.3    |   99.5   |    98.5  |   98.8  |  94.4   |  94.3    |
 ## Macedonian
-|                 | **UPOS** | **UPOS** | **XPOS** | **XPOS** | **NER** |  **NER** |
-|-----------------|:--------:|:--------:|:--------:|:--------:|:-------:|:--------:|
-|                 |  **Dev** | **Test** |  **Dev** | **Test** | **Dev** | **Test** |
-| **XLM-R-base**  |   98.3   |   98.6   |   97.3   |   97.1   |   92.8  |   94.8   |
-| **XLM-R-large** |   98.3   |   98.7   |   97.7   |   97.5   |   93.3  |   95.1   |
-| **BERTovski**   |   97.8   |   98.1   |   96.4   |   96.0   |   92.8  |   94.6   |
-| **XLMR-BERTovski**   |  98.6    | 98.8    |    98.0 |    97.7  |   94.4 |    96.3  |
 # Acknowledgements

 ## Bulgarian
+|                 | **UPOS** | **UPOS** | **XPOS** | **XPOS** | **NER** |  **NER** | **COPA** |
+|-----------------|:--------:|:--------:|:--------:|:--------:|:-------:|:--------:|:--------:|
+|                 |  **Dev** | **Test** |  **Dev** | **Test** | **Dev** | **Test** | **Test** |
+| **XLM-R-base**  |   99.2   |   99.4   |   98.0   |   98.3   |   93.2  |   92.9   |   56.9   |
+| **XLM-R-large** |   99.3   |   99.4   |   97.4   |   97.7   |   93.7  |   93.5   |   53.1   |
+| **BERTovski**   |   98.8   |   99.1   |   97.6   |   97.8   |   93.5  |   93.3   |   51.7   |
+| **XLMR-BERTovski**   |  99.3    |   99.5   |    98.5  |   98.8  |  94.4   |  94.3    | 53.1 |
 ## Macedonian
+|                 | **UPOS** | **UPOS** | **XPOS** | **XPOS** | **NER** |  **NER** |  **COPA** |
+|-----------------|:--------:|:--------:|:--------:|:--------:|:-------:|:--------:|:--------:|
+|                 |  **Dev** | **Test** |  **Dev** | **Test** | **Dev** | **Test** |  **Test** |
+| **XLM-R-base**  |   98.3   |   98.6   |   97.3   |   97.1   |   92.8  |   94.8   | 54.6 |
+| **XLM-R-large** |   98.3   |   98.7   |   97.7   |   97.5   |   93.3  |   95.1   | 52.6 |
+| **BERTovski**   |   97.8   |   98.1   |   96.4   |   96.0   |   92.8  |   94.6   | 52.2 |
+| **XLMR-BERTovski**   |  98.6    | 98.8    |    98.0 |    97.7  |   94.4 |    96.3  | 51.7|
 # Acknowledgements