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Add Portuguese Clinical POS model by @LucasFerroHAILab #1789

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Aug 3, 2020
Merged

Add Portuguese Clinical POS model by @LucasFerroHAILab #1789

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1 change: 1 addition & 0 deletions flair/embeddings/token.py
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Original file line number Diff line number Diff line change
Expand Up @@ -97,6 +97,7 @@ def get_names(self) -> List[str]:
names.extend(embedding.get_names())
return names


class WordEmbeddings(TokenEmbeddings):
"""Standard static word embeddings, such as GloVe or FastText."""

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4 changes: 4 additions & 0 deletions flair/models/sequence_tagger_model.py
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Expand Up @@ -1136,6 +1136,10 @@ def _fetch_model(model_name) -> str:
model_map["ml-pos"] = "https://raw.githubusercontent.com/qburst/models-repository/master/FlairMalayalamModels/malayalam-xpos-model.pt"
model_map["ml-upos"] = "https://raw.githubusercontent.com/qburst/models-repository/master/FlairMalayalamModels/malayalam-upos-model.pt"

model_map["pt-pos-clinical"] = "/".join(
[hu_path, "clinical-pos-pt", "pucpr-flair-clinical-pos-tagging-best-model.pt"]
)

model_map["keyphrase"] = "/".join(
[hu_path, "keyphrase-semeval2017-scibert", "keyphrase-en-scibert.pt"]
)
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1 change: 1 addition & 0 deletions resources/docs/TUTORIAL_2_TAGGING.md
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Expand Up @@ -151,6 +151,7 @@ Thanks to our contributors we are also able to distribute a couple of models for
| 'da-pos' | Named Entity Recognition | [Danish Dependency Treebank](https://github.com/UniversalDependencies/UD_Danish-DDT/blob/master/README.md) | | [AmaliePauli](https://github.com/AmaliePauli) |
| 'ml-pos' | Part-of-Speech Tagging (fine-grained) | 30000 Malayalam sentences | **83** | [sabiqueqb](https://github.com/sabiqueqb) |
| 'ml-upos' | Part-of-Speech Tagging (universal)| 30000 Malayalam sentences | **87** | [sabiqueqb](https://github.com/sabiqueqb) |
| 'pt-pos-clinical' | Part-of-Speech Tagging (fine-grained) for clinical texts | [PUCPR](https://github.com/HAILab-PUCPR/portuguese-clinical-pos-tagger) | **92.39** | [LucasFerroHAILab](https://github.com/LucasFerroHAILab) |


### Tagging a German sentence
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