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fix nn parser sample construction (#4524)
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@ -607,7 +607,7 @@ cdef class Parser:
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ids, words, tags, heads, deps, ents = annots
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doc_sample.append(Doc(self.vocab, words=words))
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gold_sample.append(GoldParse(doc_sample[-1], words=words, tags=tags,
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heads=heads, deps=deps, ents=ents))
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heads=heads, deps=deps, entities=ents))
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self.model.begin_training(doc_sample, gold_sample)
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if pipeline is not None:
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self.init_multitask_objectives(get_gold_tuples, pipeline, sgd=sgd, **cfg)
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