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Update README.md

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@@ -24,7 +24,7 @@ Mean F1 scores were used to evaluate performance. Datasets used: [hr500k](https:
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  | system | dataset | F1 score |
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  |:-----------------------------------------------------------------------|:--------|---------:|
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- | [XLM-R-BERTić](https://huggingface.co/classla/xlm-r-bertic) | hr500k | 0.927 |
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  | [BERTić](https://huggingface.co/classla/bcms-bertic) | hr500k | 0.925 |
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  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | hr500k | 0.923 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | hr500k | 0.919 |
@@ -34,7 +34,7 @@ Mean F1 scores were used to evaluate performance. Datasets used: [hr500k](https:
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  | system | dataset | F1 score |
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  |:-----------------------------------------------------------------------|:---------|---------:|
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  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | ReLDI-hr | 0.812 |
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- | [XLM-R-BERTić](https://huggingface.co/classla/xlm-r-bertic) | ReLDI-hr | 0.809 |
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  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | ReLDI-hr | 0.794 |
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  | [BERTić](https://huggingface.co/classla/bcms-bertic) | ReLDI-hr | 0.792 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | ReLDI-hr | 0.791 |
@@ -43,7 +43,7 @@ Mean F1 scores were used to evaluate performance. Datasets used: [hr500k](https:
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  | system | dataset | F1 score |
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  |:-----------------------------------------------------------------------|:-----------|---------:|
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  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | SETimes.SR | 0.949 |
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- | [XLM-R-BERTić](https://huggingface.co/classla/xlm-r-bertic) | SETimes.SR | 0.940 |
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  | [BERTić](https://huggingface.co/classla/bcms-bertic) | SETimes.SR | 0.936 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | SETimes.SR | 0.933 |
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  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | SETimes.SR | 0.922 |
@@ -51,7 +51,7 @@ Mean F1 scores were used to evaluate performance. Datasets used: [hr500k](https:
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  | system | dataset | F1 score |
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  |:-----------------------------------------------------------------------|:---------|---------:|
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- | [XLM-R-BERTić](https://huggingface.co/classla/xlm-r-bertic) | ReLDI-sr | 0.841 |
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  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | ReLDI-sr | 0.824 |
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  | [BERTić](https://huggingface.co/classla/bcms-bertic) | ReLDI-sr | 0.798 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | ReLDI-sr | 0.774 |
@@ -69,7 +69,7 @@ The procedure is explained in greater detail in the dedicated [benchmarking repo
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  | [BERTić](https://huggingface.co/classla/bcms-bertic) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.612 |
70
  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.607 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.605 |
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- | [XLM-R-BERTić](https://huggingface.co/classla/xlm-r-bertic) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.601 |
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  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.537 |
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  | [XLM-Roberta-Base](https://huggingface.co/xlm-roberta-base) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.500 |
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  | dummy (mean) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | -0.12 |
@@ -82,7 +82,7 @@ The procedure is explained in greater detail in the dedicated [benchmarking repo
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  |:-----------------------------------------------------------------------|:--------|---------------:|
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  | [BERTić](https://huggingface.co/classla/bcms-bertic) | Copa-SR | 0.689 |
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  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | Copa-SR | 0.665 |
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- | [XLM-R-BERTić](https://huggingface.co/classla/xlm-r-bertic) | Copa-SR | 0.637 |
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  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | Copa-SR | 0.607 |
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  | [XLM-Roberta-Base](https://huggingface.co/xlm-roberta-base) | Copa-SR | 0.573 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | Copa-SR | 0.570 |
@@ -92,7 +92,7 @@ The procedure is explained in greater detail in the dedicated [benchmarking repo
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  |:-----------------------------------------------------------------------|:--------|---------------:|
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  | [BERTić](https://huggingface.co/classla/bcms-bertic) | Copa-HR | 0.669 |
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  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | Copa-HR | 0.628 |
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- | [XLM-R-BERTić](https://huggingface.co/classla/xlm-r-bertic) | Copa-HR | 0.635 |
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  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | Copa-HR | 0.669 |
97
  | [XLM-Roberta-Base](https://huggingface.co/xlm-roberta-base) | Copa-HR | 0.585 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | Copa-HR | 0.571 |
 
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  | system | dataset | F1 score |
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  |:-----------------------------------------------------------------------|:--------|---------:|
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+ | [**XLM-R-BERTić**](https://huggingface.co/classla/xlm-r-bertic) | hr500k | 0.927 |
28
  | [BERTić](https://huggingface.co/classla/bcms-bertic) | hr500k | 0.925 |
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  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | hr500k | 0.923 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | hr500k | 0.919 |
 
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  | system | dataset | F1 score |
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  |:-----------------------------------------------------------------------|:---------|---------:|
36
  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | ReLDI-hr | 0.812 |
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+ | [**XLM-R-BERTić**](https://huggingface.co/classla/xlm-r-bertic) | ReLDI-hr | 0.809 |
38
  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | ReLDI-hr | 0.794 |
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  | [BERTić](https://huggingface.co/classla/bcms-bertic) | ReLDI-hr | 0.792 |
40
  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | ReLDI-hr | 0.791 |
 
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  | system | dataset | F1 score |
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  |:-----------------------------------------------------------------------|:-----------|---------:|
45
  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | SETimes.SR | 0.949 |
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+ | [**XLM-R-BERTić**](https://huggingface.co/classla/xlm-r-bertic) | SETimes.SR | 0.940 |
47
  | [BERTić](https://huggingface.co/classla/bcms-bertic) | SETimes.SR | 0.936 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | SETimes.SR | 0.933 |
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  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | SETimes.SR | 0.922 |
 
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  | system | dataset | F1 score |
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  |:-----------------------------------------------------------------------|:---------|---------:|
54
+ | [**XLM-R-BERTić**](https://huggingface.co/classla/xlm-r-bertic) | ReLDI-sr | 0.841 |
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  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | ReLDI-sr | 0.824 |
56
  | [BERTić](https://huggingface.co/classla/bcms-bertic) | ReLDI-sr | 0.798 |
57
  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | ReLDI-sr | 0.774 |
 
69
  | [BERTić](https://huggingface.co/classla/bcms-bertic) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.612 |
70
  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.607 |
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  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.605 |
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+ | [**XLM-R-BERTić**](https://huggingface.co/classla/xlm-r-bertic) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.601 |
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  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.537 |
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  | [XLM-Roberta-Base](https://huggingface.co/xlm-roberta-base) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | 0.500 |
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  | dummy (mean) | ParlaSent_BCS.jsonl | ParlaSent_BCS_test.jsonl | -0.12 |
 
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  |:-----------------------------------------------------------------------|:--------|---------------:|
83
  | [BERTić](https://huggingface.co/classla/bcms-bertic) | Copa-SR | 0.689 |
84
  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | Copa-SR | 0.665 |
85
+ | [**XLM-R-BERTić**](https://huggingface.co/classla/xlm-r-bertic) | Copa-SR | 0.637 |
86
  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | Copa-SR | 0.607 |
87
  | [XLM-Roberta-Base](https://huggingface.co/xlm-roberta-base) | Copa-SR | 0.573 |
88
  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | Copa-SR | 0.570 |
 
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  |:-----------------------------------------------------------------------|:--------|---------------:|
93
  | [BERTić](https://huggingface.co/classla/bcms-bertic) | Copa-HR | 0.669 |
94
  | [XLM-R-SloBERTić](https://huggingface.co/classla/xlm-r-slobertic) | Copa-HR | 0.628 |
95
+ | [**XLM-R-BERTić**](https://huggingface.co/classla/xlm-r-bertic) | Copa-HR | 0.635 |
96
  | [crosloengual-bert](https://huggingface.co/EMBEDDIA/crosloengual-bert) | Copa-HR | 0.669 |
97
  | [XLM-Roberta-Base](https://huggingface.co/xlm-roberta-base) | Copa-HR | 0.585 |
98
  | [XLM-Roberta-Large](https://huggingface.co/xlm-roberta-large) | Copa-HR | 0.571 |