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Update spacy/pipeline/tagger.pyx

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Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
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Vinit Ravishankar 2023-02-17 18:41:03 +05:30 committed by GitHub
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1 changed files with 2 additions and 2 deletions
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spacy/pipeline/tagger.pyx
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@ -258,8 +258,8 @@ class Tagger(TrainablePipe):
DOCS: https://spacy.io/api/tagger#get_loss DOCS: https://spacy.io/api/tagger#get_loss
""" """
validate_examples(examples, "Tagger.get_loss") validate_examples(examples, "Tagger.get_loss")
self.cfg["label_smoothing"] = 0.05 if self.cfg["label_smoothing"] else 0.0 label_smoothing = 0.05 if self.cfg["label_smoothing"] else 0.0
loss_func = SequenceCategoricalCrossentropy(names=self.labels, normalize=False, neg_prefix=self.cfg["neg_prefix"], label_smoothing=self.cfg["label_smoothing"]) loss_func = SequenceCategoricalCrossentropy(names=self.labels, normalize=False, neg_prefix=self.cfg["neg_prefix"], label_smoothing=label_smoothing)
# Convert empty tag "" to missing value None so that both misaligned # Convert empty tag "" to missing value None so that both misaligned
# tokens and tokens with missing annotation have the default missing # tokens and tokens with missing annotation have the default missing
# value None. # value None.