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mbruton
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gal_enpt_XLM-R

Token Classification
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PyTorch
Galician
English
Portuguese
xlm-roberta
Inference Endpoints
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Update README.md

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@@ -88,64 +88,64 @@ Per label type:
88
 
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  | Label | Precision | Recall | f1-score | Support |
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  | :----------: | :-------: | :----: | :------: | :-----: |
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- | 0:arg0 | 0.80 | 0.76 | 0.78 | 485 |
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- | 0:arg1 | 0.74 | 0.75 | 0.75 | 483 |
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- | 0:arg2 | 0.72 | 0.69 | 0.70 | 264 |
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- | 0:root | 0.93 | 0.93 | 0.93 | 948 |
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- | 1:arg0 | 0.72 | 0.70 | 0.71 | 348 |
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- | 1:arg1 | 0.73 | 0.68 | 0.71 | 443 |
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- | 1:arg2 | 0.64 | 0.65 | 0.64 | 211 |
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- | 1:root | 0.86 | 0.86 | 0.86 | 802 |
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- | 2:arg0 | 0.62 | 0.58 | 0.60 | 240 |
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- | 2:arg1 | 0.65 | 0.62 | 0.64 | 331 |
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- | 2:arg2 | 0.63 | 0.54 | 0.59 | 156 |
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- | 2:root | 0.79 | 0.79 | 0.79 | 579 |
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- | 3:arg0 | 0.50 | 0.47 | 0.49 | 137 |
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- | 3:arg1 | 0.62 | 0.54 | 0.58 | 216 |
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- | 3:arg2 | 0.55 | 0.55 | 0.55 | 110 |
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- | 3:root | 0.71 | 0.74 | 0.72 | 374 |
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- | 4:arg0 | 0.50 | 0.43 | 0.46 | 70 |
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- | 4:arg1 | 0.59 | 0.59 | 0.59 | 109 |
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- | 4:arg2 | 0.55 | 0.48 | 0.52 | 66 |
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- | 4:root | 0.63 | 0.73 | 0.68 | 206 |
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- | 5:arg0 | 0.57 | 0.40 | 0.47 | 20 |
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- | 5:arg1 | 0.65 | 0.49 | 0.56 | 57 |
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- | 5:arg2 | 0.53 | 0.32 | 0.40 | 28 |
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- | 5:root | 0.70 | 0.47 | 0.56 | 102 |
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- | 6:arg0 | 0.60 | 0.46 | 0.52 | 13 |
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- | 6:arg1 | 0.43 | 0.36 | 0.39 | 25 |
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  | 6:arg2 | 0.00 | 0.00 | 0.00 | 8 |
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- | 6:root | 0.56 | 0.52 | 0.54 | 42 |
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  | 7:arg0 | 0.00 | 0.00 | 0.00 | 3 |
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- | 7:arg1 | 0.20 | 0.12 | 0.15 | 8 |
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  | 7:arg2 | 0.00 | 0.00 | 0.00 | 5 |
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- | 7:root | 0.45 | 0.31 | 0.37 | 16 |
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- | 8:arg0 | 0.50 | 1.00 | 0.67 | 1 |
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  | 8:arg1 | 0.00 | 0.00 | 0.00 | 2 |
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  | 8:arg2 | 0.00 | 0.00 | 0.00 | 1 |
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- | 8:root | 0.20 | 0.29 | 0.24 | 7 |
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  | 9:arg0 | 0.00 | 0.00 | 0.00 | 1 |
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  | 9:arg1 | 0.00 | 0.00 | 0.00 | 2 |
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  | 9:arg2 | 0.00 | 0.00 | 0.00 | 1 |
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  | 9:root | 0.00 | 0.00 | 0.00 | 3 |
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  | 10:arg1 | 0.00 | 0.00 | 0.00 | 1 |
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  | 10:root | 0.00 | 0.00 | 0.00 | 2 |
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- | micro avg | 0.75 | 0.72 | 0.73 | 6926 |
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- | macro avg | 0.45 | 0.42 | 0.43 | 6926 |
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- | weighted avg | 0.74 | 0.72 | 0.73 | 6926 |
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- | tot root avg | 0.53 | 0.51 | 0.52 | 3081 |
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- | tot A0 avg | 0.48 | 0.48 | 0.47 | 1318 |
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- | tot A1 avg | 0.42 | 0.38 | 0.40 | 1677 |
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- | tot A2 avg | 0.36 | 0.32 | 0.34 | 850 |
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- | tot r0 avg | 0.80 | 0.78 | 0.79 | 2180 |
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- | tot r1 avg | 0.74 | 0.72 | 0.73 | 1804 |
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- | tot r2 avg | 0.67 | 0.63 | 0.66 | 1306 |
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- | tot r3 avg | 0.60 | 0.58 | 0.59 | 837 |
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- | tot r4 avg | 0.57 | 0.56 | 0.56 | 451 |
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- | tot r5 avg | 0.61 | 0.42 | 0.50 | 207 |
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- | tot r6 avg | 0.40 | 0.34 | 0.36 | 88 |
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- | tot r7 avg | 0.16 | 0.11 | 0.13 | 32 |
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- | tot r8 avg | 0.18 | 0.32 | 0.23 | 11 |
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  | tot r9 avg | 0.00 | 0.00 | 0.00 | 7 |
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  | tot r10 avg | 0.00 | 0.00 | 0.00 | 3 |
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  | Label | Precision | Recall | f1-score | Support |
90
  | :----------: | :-------: | :----: | :------: | :-----: |
91
+ | 0:arg0 | 0.76 | 0.75 | 0.76 | 485 |
92
+ | 0:arg1 | 0.71 | 0.72 | 0.71 | 483 |
93
+ | 0:arg2 | 0.72 | 0.68 | 0.70 | 264 |
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+ | 0:root | 0.92 | 0.93 | 0.92 | 948 |
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+ | 1:arg0 | 0.63 | 0.66 | 0.65 | 348 |
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+ | 1:arg1 | 0.72 | 0.66 | 0.69 | 443 |
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+ | 1:arg2 | 0.62 | 0.65 | 0.64 | 211 |
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+ | 1:root | 0.85 | 0.84 | 0.84 | 802 |
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+ | 2:arg0 | 0.55 | 0.55 | 0.55 | 240 |
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+ | 2:arg1 | 0.61 | 0.58 | 0.59 | 331 |
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+ | 2:arg2 | 0.58 | 0.57 | 0.58 | 156 |
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+ | 2:root | 0.75 | 0.77 | 0.76 | 579 |
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+ | 3:arg0 | 0.46 | 0.41 | 0.43 | 137 |
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+ | 3:arg1 | 0.50 | 0.53 | 0.51 | 216 |
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+ | 3:arg2 | 0.51 | 0.45 | 0.48 | 110 |
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+ | 3:root | 0.63 | 0.72 | 0.67 | 374 |
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+ | 4:arg0 | 0.42 | 0.39 | 0.40 | 70 |
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+ | 4:arg1 | 0.48 | 0.40 | 0.44 | 109 |
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+ | 4:arg2 | 0.38 | 0.55 | 0.45 | 66 |
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+ | 4:root | 0.57 | 0.66 | 0.61 | 206 |
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+ | 5:arg0 | 0.44 | 0.35 | 0.39 | 20 |
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+ | 5:arg1 | 0.36 | 0.53 | 0.43 | 57 |
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+ | 5:arg2 | 0.00 | 0.00 | 0.00 | 28 |
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+ | 5:root | 0.53 | 0.45 | 0.49 | 102 |
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+ | 6:arg0 | 0.00 | 0.00 | 0.00 | 13 |
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+ | 6:arg1 | 0.00 | 0.00 | 0.00 | 25 |
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  | 6:arg2 | 0.00 | 0.00 | 0.00 | 8 |
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+ | 6:root | 0.25 | 0.24 | 0.24 | 42 |
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  | 7:arg0 | 0.00 | 0.00 | 0.00 | 3 |
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+ | 7:arg1 | 0.00 | 0.00 | 0.00 | 8 |
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  | 7:arg2 | 0.00 | 0.00 | 0.00 | 5 |
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+ | 7:root | 0.00 | 0.00 | 0.00 | 16 |
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+ | 8:arg0 | 0.00 | 0.00 | 0.00 | 1 |
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  | 8:arg1 | 0.00 | 0.00 | 0.00 | 2 |
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  | 8:arg2 | 0.00 | 0.00 | 0.00 | 1 |
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+ | 8:root | 0.00 | 0.00 | 0.00 | 7 |
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  | 9:arg0 | 0.00 | 0.00 | 0.00 | 1 |
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  | 9:arg1 | 0.00 | 0.00 | 0.00 | 2 |
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  | 9:arg2 | 0.00 | 0.00 | 0.00 | 1 |
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  | 9:root | 0.00 | 0.00 | 0.00 | 3 |
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  | 10:arg1 | 0.00 | 0.00 | 0.00 | 1 |
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  | 10:root | 0.00 | 0.00 | 0.00 | 2 |
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+ | micro avg | 0.70 | 0.69 | 0.69 | 6926 |
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+ | macro avg | 0.33 | 0.33 | 0.33 | 6926 |
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+ | weighted avg | 0.69 | 0.69 | 0.69 | 6926 |
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+ | tot root avg | 0.41 | 0.42 | 0.41 | 3081 |
137
+ | tot A0 avg | 0.33 | 0.31 | 0.32 | 1318 |
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+ | tot A1 avg | 0.31 | 0.31 | 0.31 | 1677 |
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+ | tot A2 avg | 0.28 | 0.29 | 0.29 | 850 |
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+ | tot r0 avg | 0.78 | 0.77 | 0.77 | 2180 |
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+ | tot r1 avg | 0.71 | 0.70 | 0.71 | 1804 |
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+ | tot r2 avg | 0.62 | 0.62 | 0.62 | 1306 |
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+ | tot r3 avg | 0.53 | 0.53 | 0.52 | 837 |
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+ | tot r4 avg | 0.46 | 0.50 | 0.48 | 451 |
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+ | tot r5 avg | 0.33 | 0.33 | 0.33 | 207 |
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+ | tot r6 avg | 0.06 | 0.06 | 0.06 | 88 |
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+ | tot r7 avg | 0.00 | 0.00 | 0.00 | 32 |
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+ | tot r8 avg | 0.00 | 0.00 | 0.00 | 11 |
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  | tot r9 avg | 0.00 | 0.00 | 0.00 | 7 |
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  | tot r10 avg | 0.00 | 0.00 | 0.00 | 3 |
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