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Code Issues Releases Wiki Activity

Clean up emotion-anew

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J. Fernando Sánchez 2019-07-10 13:09:48 +02:00
parent d961d8ac5b
commit 5c98326acf
1 changed files with 1 additions and 36 deletions
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emotion-anew/emotion-anew.py
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@ -26,7 +26,7 @@ from senpy.models import Results, EmotionSet, Entry, Emotion
class ANEW(EmotionPlugin): class ANEW(EmotionPlugin):
description = "This plugin consists on an emotion classifier using ANEW lexicon dictionary to calculate VAD (valence-arousal-dominance) of the sentence and determinate which emotion is closer to this value. Each emotion has a centroid, calculated according to this article: http://www.aclweb.org/anthology/W10-0208. The plugin is going to look for the words in the sentence that appear in the ANEW dictionary and calculate the average VAD score for the sentence. Once this score is calculated, it is going to seek the emotion that is closest to this value." description = "This plugin consists on an emotion classifier using ANEW lexicon dictionary to calculate VAD (valence-arousal-dominance) of the sentence and determinate which emotion is closer to this value. Each emotion has a centroid, calculated according to this article: http://www.aclweb.org/anthology/W10-0208. The plugin is going to look for the words in the sentence that appear in the ANEW dictionary and calculate the average VAD score for the sentence. Once this score is calculated, it is going to seek the emotion that is closest to this value."
author = "@icorcuera" author = "@icorcuera"
version = "0.5.1" version = "0.5.2"
name = "emotion-anew" name = "emotion-anew"
extra_params = { extra_params = {
@ -41,41 +41,6 @@ class ANEW(EmotionPlugin):
anew_path_es = "Dictionary/Redondo(2007).csv" anew_path_es = "Dictionary/Redondo(2007).csv"
anew_path_en = "Dictionary/ANEW2010All.txt" anew_path_en = "Dictionary/ANEW2010All.txt"
centroids = {
"anger": {
"A": 6.95,
"D": 5.1,
"V": 2.7
},
"disgust": {
"A": 5.3,
"D": 8.05,
"V": 2.7
},
"fear": {
"A": 6.5,
"D": 3.6,
"V": 3.2
},
"joy": {
"A": 7.22,
"D": 6.28,
"V": 8.6
},
"sadness": {
"A": 5.21,
"D": 2.82,
"V": 2.21
}
}
emotions_ontology = {
"anger": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#anger",
"disgust": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#disgust",
"fear": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#negative-fear",
"joy": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#joy",
"neutral": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#neutral-emotion",
"sadness": "http://gsi.dit.upm.es/ontologies/wnaffect/ns#sadness"
}
onyx__usesEmotionModel = "emoml:pad-dimensions" onyx__usesEmotionModel = "emoml:pad-dimensions"
nltk_resources = ['stopwords'] nltk_resources = ['stopwords']