Python nltk.corpus.wordnet.ADJ_SAT Examples

The following are 2 code examples of nltk.corpus.wordnet.ADJ_SAT(). You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may also want to check out all available functions/classes of the module nltk.corpus.wordnet , or try the search function .
Example #1
Source File: wordnet_similarity.py    From jingwei with MIT License 5 votes vote down vote up 
def wup_similarity(tagx, tagy):
    scores = []
    for pos in [wn.NOUN, wn.VERB, wn.ADJ, wn.ADJ_SAT, wn.ADV]:
        try:
            synsetx = wn.synset('%s.%s.01' % (tagx,pos))
            synsety = wn.synset('%s.%s.01' % (tagy,pos))
            score = synsetx.wup_similarity(synsety)
            if score is None:
                score = 0
        except Exception, e:
            score = 0
        scores.append(score)
Example #2
Source File: normalization.py    From natural-language-preprocessings with MIT License 5 votes vote down vote up 
def lemmatize_term(term, pos=None):
    if pos is None:
        synsets = wordnet.synsets(term)
        if not synsets:
            return term
        pos = synsets[0].pos()
        if pos == wordnet.ADJ_SAT:
            pos = wordnet.ADJ
    return nltk.WordNetLemmatizer().lemmatize(term, pos=pos)