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Merge pull request #1059 from GuillemGSubies/master

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Better use of spacy tokenizer in open ai and xlm tokenizers
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Thomas Wolf
2019-08-21 01:53:48 +02:00
committed by GitHub
parent 260c86082d 388e3251fa
commit 41789c6c3d
2 changed files with 6 additions and 4 deletions
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5
pytorch_transformers/tokenization_openai.py
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@@ -89,8 +89,9 @@ class OpenAIGPTTokenizer(PreTrainedTokenizer):
try: try:
import ftfy import ftfy
import spacy from spacy.lang.en import English
self.nlp = spacy.load('en', disable=['parser', 'tagger', 'ner', 'textcat']) _nlp = English()
self.nlp = _nlp.Defaults.create_tokenizer(_nlp)
self.fix_text = ftfy.fix_text self.fix_text = ftfy.fix_text
except ImportError: except ImportError:
logger.warning("ftfy or spacy is not installed using BERT BasicTokenizer instead of SpaCy & ftfy.") logger.warning("ftfy or spacy is not installed using BERT BasicTokenizer instead of SpaCy & ftfy.")

5
pytorch_transformers/tokenization_xlm.py
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@@ -124,8 +124,9 @@ class XLMTokenizer(PreTrainedTokenizer):
**kwargs) **kwargs)
try: try:
import ftfy import ftfy
import spacy from spacy.lang.en import English
self.nlp = spacy.load('en', disable=['parser', 'tagger', 'ner', 'textcat']) _nlp = English()
self.nlp = _nlp.Defaults.create_tokenizer(_nlp)
self.fix_text = ftfy.fix_text self.fix_text = ftfy.fix_text
except ImportError: except ImportError:
logger.warning("ftfy or spacy is not installed using BERT BasicTokenizer instead of SpaCy & ftfy.") logger.warning("ftfy or spacy is not installed using BERT BasicTokenizer instead of SpaCy & ftfy.")