abdullahmubeen10 commited on
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651d4e7
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1 Parent(s): b9aab1c

Update Demo.py

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  1. Demo.py +12 -3
Demo.py CHANGED
@@ -45,9 +45,18 @@ def create_pipeline(model):
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  .setInputCols(["document"]) \
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  .setOutputCol("token")
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- embeddings = WordEmbeddingsModel.pretrained('glove_840B_300', lang='xx') \
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- .setInputCols(["document", "token"]) \
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- .setOutputCol("embeddings")
 
 
 
 
 
 
 
 
 
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  lang = 'xx' if model == "ner_wikiner_glove_840B_300" else 'es'
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  ner_model = NerDLModel.pretrained(model, lang) \
 
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  .setInputCols(["document"]) \
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  .setOutputCol("token")
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+ if model == "ner_wikiner_glove_840B_300":
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+ embeddings = WordEmbeddingsModel.pretrained('glove_840B_300', lang='xx') \
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+ .setInputCols(['document', 'token']) \
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+ .setOutputCol('embeddings')
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+ elif model == "wikiner_6B_300":
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+ embeddings = WordEmbeddingsModel.pretrained('glove_6B_300', lang='xx') \
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+ .setInputCols(['document', 'token']) \
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+ .setOutputCol('embeddings')
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+ elif model == "wikiner_6B_100":
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+ embeddings = WordEmbeddingsModel.pretrained('glove_100d') \
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+ .setInputCols(['document', 'token']) \
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+ .setOutputCol('embeddings')
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  lang = 'xx' if model == "ner_wikiner_glove_840B_300" else 'es'
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  ner_model = NerDLModel.pretrained(model, lang) \