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Minor change is label dictionary creation #2453

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Sep 28, 2021
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Minor change is label dictionary creation #2453

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16 changes: 8 additions & 8 deletions flair/data.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1406,6 +1406,14 @@ def make_label_dictionary(self, label_type: str) -> Dictionary:

for sentence in batch:

# check for labels of words
if isinstance(sentence, Sentence):
for token in sentence.tokens:
all_label_types.update(token.annotation_layers.keys())
for label in token.get_labels(label_type):
label_dictionary.add_item(label.value)
token_labels_exist = True

# if we are looking for sentence-level labels
if not token_labels_exist:
# check if sentence itself has labels
Expand All @@ -1419,14 +1427,6 @@ def make_label_dictionary(self, label_type: str) -> Dictionary:
if len(labels) > 1:
label_dictionary.multi_label = True

# check for labels of words
if isinstance(sentence, Sentence):
for token in sentence.tokens:
all_label_types.update(token.annotation_layers.keys())
for label in token.get_labels(label_type):
label_dictionary.add_item(label.value)
token_labels_exist = True

# if this is not a token-level prediction problem, add sentence-level labels to dictionary
if not token_labels_exist:
for label in all_sentence_labels:
Expand Down