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	Fixing encoding issue #4
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					@ -19,10 +19,7 @@ class Lemmatizer(object):
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            index[pos] = read_index(path.join(data_dir, 'wordnet', 'index.%s' % pos))
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					            index[pos] = read_index(path.join(data_dir, 'wordnet', 'index.%s' % pos))
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            exc[pos] = read_exc(path.join(data_dir, 'wordnet', '%s.exc' % pos))
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					            exc[pos] = read_exc(path.join(data_dir, 'wordnet', '%s.exc' % pos))
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        if path.exists(path.join(data_dir, 'vocab', 'lemma_rules.json')):
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					        if path.exists(path.join(data_dir, 'vocab', 'lemma_rules.json')):
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            if sys.version_info[0] == 3:
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					            rules = json.load(codecs.open(path.join(data_dir, 'vocab', 'lemma_rules.json'), encoding='utf_8'))
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                rules = json.load(open(path.join(data_dir, 'vocab', 'lemma_rules.json'), encoding="utf_8"))
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            else:
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                rules = json.load(open(path.join(data_dir, 'vocab', 'lemma_rules.json')))
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        else:
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					        else:
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            rules = {}
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					            rules = {}
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        return cls(index, exc, rules)
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					        return cls(index, exc, rules)
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