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Code Issues Releases Wiki Activity

Added sufixes dictionary for wordnet lemmatizer. This close #4

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militarpancho 2017-03-08 11:37:14 +01:00
parent 5427b02a1a
commit 241f478a68
2 changed files with 6 additions and 6 deletions
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10
sentiment-basic/sentiment-basic.py
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@ -70,23 +70,23 @@ class SentiTextPlugin(SentimentPlugin):
def analyse_entry(self, entry, params): def analyse_entry(self, entry, params):
language = params.get("language","eng") language = params.get("language")
text = entry.get("text", None) text = entry.get("text", None)
tokens = self._tokenize(text) tokens = self._tokenize(text)
tokens = self._pos(tokens) tokens = self._pos(tokens)
sufixes = {'es':'spa','en':'eng','it':'ita','fr':'fra'}
for i in tokens: for i in tokens:
tokens[i]['lemmas'] = {} tokens[i]['lemmas'] = {}
for w in tokens[i]['tokens']: for w in tokens[i]['tokens']:
lemmas = wn.lemmas(w[0], lang=language) lemmas = wn.lemmas(w[0], lang=sufixes[language])
if len(lemmas) == 0: if len(lemmas) == 0:
continue continue
tokens[i]['lemmas'][w[0]] = lemmas tokens[i]['lemmas'][w[0]] = lemmas
if language == "eng": if language == "en":
trans = TextBlob(unicode(text)) trans = TextBlob(unicode(text))
else: else:
trans = TextBlob(unicode(text)).translate(from_lang=TextBlob(unicode(text)).detect_language(),to='en') trans = TextBlob(unicode(text)).translate(from_lang=language,to='en')
useful_synsets = {} useful_synsets = {}
for s_i, t_s in enumerate(trans.sentences): for s_i, t_s in enumerate(trans.sentences):
useful_synsets[s_i] = {} useful_synsets[s_i] = {}

2
sentiment-basic/sentiment-basic.senpy
View File

@ -13,7 +13,7 @@
"language": { "language": {
"aliases": ["language", "l"], "aliases": ["language", "l"],
"required": true, "required": true,
"options": ["eng","spa", "ita", "fra", "auto"], "options": ["en","es", "it", "fr", "auto"],
"default": "auto" "default": "auto"
}, },
}, },