/hD "SS5rg)cL\rSrSrSrS SjrS SjrSS\S\S\4S jjrS r S r g)WordNetLemmatizer a WordNet Lemmatizer Provides 3 lemmatizer modes: _morphy(), morphy() and lemmatize(). lemmatize() is a permissive wrapper around _morphy(). It returns the shortest lemma found in WordNet, or the input string unchanged if nothing is found. >>> from nltk.stem import WordNetLemmatizer as wnl >>> print(wnl().lemmatize('us', 'n')) u >>> print(wnl().lemmatize('Anythinggoeszxcv')) Anythinggoeszxcv c2SSKJn URXU5$)z _morphy() is WordNet's _morphy lemmatizer. It returns a list of all lemmas found in WordNet. >>> from nltk.stem import WordNetLemmatizer as wnl >>> print(wnl()._morphy('us', 'n')) ['us', 'u'] wordnet) nltk.corpusr_morphyselfformposcheck_exceptionswns I/var/www/auris/envauris/lib/python3.13/site-packages/nltk/stem/wordnet.pyr WordNetLemmatizer._morphys .zz$%566Nc2SSKJn URXU5$)a morphy() is a restrictive wrapper around _morphy(). It returns the first lemma found in WordNet, or None if no lemma is found. >>> from nltk.stem import WordNetLemmatizer as wnl >>> print(wnl().morphy('us', 'n')) us >>> print(wnl().morphy('catss')) None rr)r rmorphyr s rrWordNetLemmatizer.morphy+s .yy$455rwordrreturncRURX5nU(a[U[S9$U$)a Lemmatize `word` by picking the shortest of the possible lemmas, using the wordnet corpus reader's built-in _morphy function. Returns the input word unchanged if it cannot be found in WordNet. >>> from nltk.stem import WordNetLemmatizer as wnl >>> print(wnl().lemmatize('dogs')) dog >>> print(wnl().lemmatize('churches')) church >>> print(wnl().lemmatize('aardwolves')) aardwolf >>> print(wnl().lemmatize('abaci')) abacus >>> print(wnl().lemmatize('hardrock')) hardrock :param word: The input word to lemmatize. :type word: str :param pos: The Part Of Speech tag. Valid options are `"n"` for nouns, `"v"` for verbs, `"a"` for adjectives, `"r"` for adverbs and `"s"` for satellite adjectives. :type pos: str :return: The shortest lemma of `word`, for the given `pos`. )key)r minlen)r rrlemmass r lemmatizeWordNetLemmatizer.lemmatize<s&2d('-s6s#747rcg)Nz)r s r__repr__WordNetLemmatizer.__repr__Xs$rr!)T)NT)n) __name__ __module__ __qualname____firstlineno____doc__r rstrrr"__static_attributes__r!rrrr s0$ 76"8c88c88%rrN)rr!rrr,sN%N%r