5 examples of 'spacy stopwords' in Python

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433def stop_words_stem(self, stop_words=None):
434 if stop_words is not None:
435 stop_words_ = stop_words
436 else:
437 stop_words_ = self.stop_words
438 return list(set([stem(word) for word in stop_words_]))
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73def remove_stopwords(tokens, language):
74 """
75 去除中文结束词
76 """
77 from .stopwords import stopwords
78
79 # 删除结束词
80 tokens = set(tokens) - set(stopwords)
81
82 return tokens
231def _remove_stop_words(phrase):
232 while len(phrase) > 0 and (phrase[0].is_stop
233 or str(phrase[0]).strip().lower() in Stopwords.get_words()):
234 phrase = phrase[1:]
235 while len(phrase) > 0 and (phrase[-1].is_stop
236 or str(phrase[-1]).strip().lower() in Stopwords.get_words()):
237 phrase = phrase[:-1]
238 return phrase
53def remove_stopwords(tokens, stopwords=STOPWORDS):
54 """Remove stopwords using list from `gensim.parsing.preprocessing.STOPWORDS`.
55
56 Parameters
57 ----------
58 tokens : iterable of str
59 Sequence of tokens.
60 stopwords : iterable of str, optional
61 Sequence of stopwords
62
63 Returns
64 -------
65 list of str
66 List of tokens without `stopwords`.
67
68 """
69 return [token for token in tokens if token not in stopwords]
18def spacy_tok(text):
19 return [tok.text for tok in spacy_en.tokenizer(text)]

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