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bcms-bertic

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  - cnr
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  - hbs
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- tags:
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- - fill-mask
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-
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  license: apache-2.0
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  ---
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@@ -24,10 +21,10 @@ Evaluation metric is (seqeval) microF1. Reported are means of five runs. Best re
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  Dataset | Language | Variety | CLASSLA | mBERT | cseBERT | BERTić
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  ---|---|---|---|---|---|---
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- hr500k | Croatian | standard | 93.87 | 94.60 | 95.74 | *****95.81**
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- reldi-hr | Croatian | internet non-standard | - | 88.87 | 91.63 | *****92.28**
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  SETimes.SR | Serbian | standard | 95.00 | 95.50 | **96.41** | 96.31
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- reldi-sr | Serbian | internet non-standard | - | 91.26 | 93.54 | *****93.90**
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  ## Named entity recognition
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  Dataset | Language | Variety | CLASSLA | mBERT | cseBERT | BERTić
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  ---|---|---|---|---|---|---
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- hr500k | Croatian | standard | 80.13 | 85.67 | 88.98 | ******89.21**
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- reldi-hr | Croatian | internet non-standard | - | 76.06 | 81.38 | ******83.05**
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  SETimes.SR | Serbian | standard | 84.64 | **92.41** | 92.28 | 92.02
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- reldi-sr | Serbian | internet non-standard | - | 81.29 | 82.76 | ******87.92**
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  ## Geolocation prediction
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  random | 50.00
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  mBERT | 54.12
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  cseBERT | 61.80
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- BERTić | ****65.76**
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  - cnr
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  - hbs
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  license: apache-2.0
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  ---
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  Dataset | Language | Variety | CLASSLA | mBERT | cseBERT | BERTić
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  ---|---|---|---|---|---|---
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+ hr500k | Croatian | standard | 93.87 | 94.60 | 95.74 | **95.81*****
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+ reldi-hr | Croatian | internet non-standard | - | 88.87 | 91.63 | **92.28*****
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  SETimes.SR | Serbian | standard | 95.00 | 95.50 | **96.41** | 96.31
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+ reldi-sr | Serbian | internet non-standard | - | 91.26 | 93.54 | **93.90*****
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  ## Named entity recognition
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  Dataset | Language | Variety | CLASSLA | mBERT | cseBERT | BERTić
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  ---|---|---|---|---|---|---
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+ hr500k | Croatian | standard | 80.13 | 85.67 | 88.98 | **89.21******
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+ reldi-hr | Croatian | internet non-standard | - | 76.06 | 81.38 | **83.05******
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  SETimes.SR | Serbian | standard | 84.64 | **92.41** | 92.28 | 92.02
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+ reldi-sr | Serbian | internet non-standard | - | 81.29 | 82.76 | **87.92******
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  ## Geolocation prediction
 
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  random | 50.00
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  mBERT | 54.12
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  cseBERT | 61.80
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+ BERTić | **65.76****
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