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* Ensure root albel is spelled ROOT, for backwards compatibility
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@ -148,6 +148,9 @@ def read_json_file(loc, docs_filter=None):
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tags.append(token['tag'])
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heads.append(token['head'] + i)
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labels.append(token['dep'])
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# Ensure ROOT label is case-insensitive
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if labels[-1].lower() == 'root':
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labels[-1] = 'ROOT'
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ner.append(token.get('ner', '-'))
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sents.append((
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(ids, words, tags, heads, labels, ner),
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@ -284,12 +284,14 @@ cdef int _get_root(int word, const GoldParseC* gold) nogil:
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cdef class ArcEager(TransitionSystem):
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@classmethod
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def get_labels(cls, gold_parses):
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move_labels = {SHIFT: {'': True}, REDUCE: {'': True}, RIGHT: {'root': True},
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LEFT: {'root': True}, BREAK: {'root': True}}
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move_labels = {SHIFT: {'': True}, REDUCE: {'': True}, RIGHT: {'ROOT': True},
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LEFT: {'ROOT': True}, BREAK: {'ROOT': True}}
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for raw_text, sents in gold_parses:
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for (ids, words, tags, heads, labels, iob), ctnts in sents:
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for child, head, label in zip(ids, heads, labels):
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if label != 'root':
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if label.upper() == 'ROOT':
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label = 'ROOT'
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if label != 'ROOT':
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if head < child:
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move_labels[RIGHT][label] = True
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elif head > child:
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@ -302,8 +304,11 @@ cdef class ArcEager(TransitionSystem):
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gold.c.heads[i] = i
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gold.c.labels[i] = -1
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else:
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label = gold.labels[i]
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if label.upper() == 'ROOT':
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label = 'ROOT'
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gold.c.heads[i] = gold.heads[i]
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gold.c.labels[i] = self.strings[gold.labels[i]]
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gold.c.labels[i] = self.strings[label]
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for end, brackets in gold.brackets.items():
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for start, label_strs in brackets.items():
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gold.c.brackets[start][end] = 1
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