1
0
mirror of https://github.com/gsi-upm/senpy synced 2024-11-14 12:42:27 +00:00

Clean up emotion-anew

This commit is contained in:
J. Fernando Sánchez 2019-07-10 13:09:48 +02:00
parent d961d8ac5b
commit 5c98326acf

View File

@ -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']