python中如何判断词性 |
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在NLP任务中,常需要分析单词的词性,借助nltk库的pos_tag方法可以较好地实现。 以下是一个例子: import nltk line = 'i love this world which was beloved by all the people here' tokens = nltk.word_tokenize(line) # ['i', 'love', 'this', 'world', 'which', 'was', 'beloved', 'by', # 'all', 'the', 'people', 'here'] pos_tags = nltk.pos_tag(tokens) # [('i', 'RB'), ('love', 'VBP'), ('this', 'DT'), ('world', 'NN'), ('which', 'WDT'), # ('was', 'VBD'), ('beloved', 'VBN'), ('by', 'IN'), ('all', 'PDT'), ('the', 'DT'), # ('people', 'NNS'), ('here', 'RB')] for word,pos in pos_tags: < |
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