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@@ -303,12 +303,12 @@ dataset_train.head()
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  ### pii-masking-200k
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  ```
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  @misc {ai4privacy_2023,
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- author = { {ai4Privacy} },
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- title = { pii-masking-200k (Revision 1d4c0a1) },
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- year = 2023,
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- url = { https://huggingface.co/datasets/ai4privacy/pii-masking-200k },
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- doi = { 10.57967/hf/1532 },
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- publisher = { Hugging Face }}
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  ```
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  ### wikiann
@@ -328,16 +328,16 @@ publisher = { Hugging Face }}
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  ### wikiner
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  ```
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  @article{NOTHMAN2013151,
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- title = {Learning multilingual named entity recognition from Wikipedia},
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- journal = {Artificial Intelligence},
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- volume = {194},
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- pages = {151-175},
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- year = {2013},
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- note = {Artificial Intelligence, Wikipedia and Semi-Structured Resources},
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- issn = {0004-3702},
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- doi = {https://doi.org/10.1016/j.artint.2012.03.006},
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- url = {https://www.sciencedirect.com/science/article/pii/S0004370212000276},
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- author = {Joel Nothman and Nicky Ringland and Will Radford and Tara Murphy and James R. Curran}}
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  ```
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  ### frenchNER_3entities
 
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  ### pii-masking-200k
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  ```
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  @misc {ai4privacy_2023,
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+ author = { {ai4Privacy} },
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+ title = { pii-masking-200k (Revision 1d4c0a1) },
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+ year = 2023,
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+ url = { https://huggingface.co/datasets/ai4privacy/pii-masking-200k },
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+ doi = { 10.57967/hf/1532 },
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+ publisher = { Hugging Face }}
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  ```
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  ### wikiann
 
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  ### wikiner
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  ```
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  @article{NOTHMAN2013151,
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+ title = {Learning multilingual named entity recognition from Wikipedia},
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+ journal = {Artificial Intelligence},
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+ volume = {194},
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+ pages = {151-175},
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+ year = {2013},
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+ note = {Artificial Intelligence, Wikipedia and Semi-Structured Resources},
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+ issn = {0004-3702},
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+ doi = {https://doi.org/10.1016/j.artint.2012.03.006},
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+ url = {https://www.sciencedirect.com/science/article/pii/S0004370212000276},
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+ author = {Joel Nothman and Nicky Ringland and Will Radford and Tara Murphy and James R. Curran}}
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  ```
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  ### frenchNER_3entities