如何使用NLTK同义词在字符串列表中查找同义词?

时间:2017-07-11 12:53:38

标签: string list nltk wordnet synonym

我有一个字符串列表:

words1 =  ['feds', 'move', 'to', 'require', 'cartocar', 'safety', 'communication']

我想使用NLTK wordnet synsets为每个单词找到一个synset。首先,我在列表中使用了一个字符串。 这是我的代码:

from nltk.corpus import wordnet as wn

word = ['feds']

data1 = ' '.join(word)

def getSynonyms(data1):
    synonymList1 = []
    wordnetSynset1 = wn.synsets(data1)

    for synset1 in wordnetSynset1:
        for synWords1 in synset1.lemma_names():
            synonymList1.append(synWords1)
    print synonymList1

print "list of synonyms : ", getSynonyms(data1)

它有效。结果如下:

list of synonyms :  [u'Federal', u'Fed', u'federal_official', u'Federal_Reserve_System', u'Federal_Reserve', u'Fed', u'FRS']

但是当我使用字符串列表" words1"时,它不起作用,输出就像这样>> []。

任何人都可以帮忙吗?感谢

1 个答案:

答案 0 :(得分:1)

您需要单独传递单词,而不是在加入单词后传递。

from nltk.corpus import wordnet as wn


def getSynonyms(word1):
        synonymList1 = []
        for data1 in word1:
              wordnetSynset1 = wn.synsets(data1)
              tempList1=[]
              for synset1 in wordnetSynset1:
                 for synWords1 in synset1.lemma_names():
                     tempList1.append(synWords1)
              synonymList1.append(tempList1)
        return synonymList1


word1 =  ['feds', 'move', 'to', 'require', 'cartocar', 'safety', 'communication']
print getSynonyms(word1)