def Tag(self,sentence):
sentenceLength = sentence.getSentenceLength()
modalityDetector = ModalityDetector()
polarityDetector = PolarityDetector()
eventAttributes = []#EventAttributes()
for wordIndex in range(sentenceLength):
if sentence.getPOSCoarse(wordIndex) == 'N':
word = sentence.getWord(wordIndex)
classfeature = 'STATE'
pos = 'NOUN'#sentence.getPOSCoarse(wordIndex)
aspect = sentence.getAspectuality(wordIndex)
modality = modalityDetector.Detect(sentence, wordIndex)
polarity = polarityDetector.detect(word, pos, sentence.getLemma(wordIndex))
tense = sentence.getTense(wordIndex)
mood = sentence.getMood(wordIndex)
if self.compoundVerb.IsPartOfCompoundVerb(sentence,wordIndex):
self.eventAttribute = self.eventAttribute.SetAttributes(isEvent=False,text=word)
eventAttributes.append(self.eventAttribute)
continue
if sentence.getPOSFine(wordIndex) == 'ANM':
self.eventAttribute = self.eventAttribute.SetAttributes(isEvent=False,text=word)
eventAttributes.append(self.eventAttribute)
continue
if self.compoundNoun.IsPartOfCompoundNoun(sentence, wordIndex):
eventAttribute = self.eventAttribute.SetAttributes(True,globals.id,globals.eventID,classfeature,word,aspect,modality,pos,polarity,tense,mood)
eventAttributes.append(eventAttribute)
globals.eventID+=1
globals.id+=1
continue
if self.IsCausativeInContext(sentence,wordIndex):
eventAttribute = self.eventAttribute.SetAttributes(True,globals.id,globals.eventID,classfeature,word,aspect,modality,pos,polarity,tense,mood)
eventAttributes.append(eventAttribute)
globals.eventID+=1
globals.id+=1
continue
if self.IsAspectual(sentence,wordIndex):
eventAttribute = self.eventAttribute.SetAttributes(True,globals.id,globals.eventID,classfeature,word,aspect,modality,pos,polarity,tense,mood)
eventAttributes.append(eventAttribute)
globals.eventID+=1
globals.id+=1
continue
if self.IsAspectualInContext(sentence,wordIndex):
eventAttribute = self.eventAttribute.SetAttributes(True,globals.id,globals.eventID,classfeature,word,aspect,modality,pos,polarity,tense,mood)
eventAttributes.append(eventAttribute)
globals.eventID+=1
globals.id+=1
continue
eventAttribute = self.eventAttribute.SetAttributes(isEvent=False)
eventAttributes.append(eventAttribute)
else:
eventAttribute = self.eventAttribute.SetAttributes(isEvent=False,text=sentence.getWord(wordIndex))
eventAttributes.append(eventAttribute)
return eventAttributes
def Tag(self, sentence):
sentenceLength = sentence.getSentenceLength()
eventAttributes = []#EventAttributes()
modalityDetector = ModalityDetector()
classFeatureExtractor = ClassFeatureExtraction()
polarityDetector = PolarityDetector()
global eventID
for wordIndex in range(sentenceLength):
#word = sentence.getWord(wordIndex)
#print(word)
if sentence.getPOSCoarse(wordIndex) == 'V':
word = sentence.getWord(wordIndex)
aspect = sentence.getAspectuality(wordIndex)
modality = modalityDetector.Detect(sentence, wordIndex)
pos = 'VERB'
polarity = polarityDetector.detect(word, sentence.getPOSCoarse(wordIndex), sentence.getLemma(wordIndex))
tense = sentence.getTense(wordIndex)
mood = sentence.getMood(wordIndex)
if self.IsAstBoodHast(sentence,wordIndex):
self.eventAttribute = self.eventAttribute.SetAttributes(isEvent=False,text=sentence.getWord(wordIndex))
eventAttributes.append(self.eventAttribute)
continue
if self.IsProgressive(sentence,wordIndex):
self.eventAttribute = self.eventAttribute.SetAttributes(isEvent=False,text=sentence.getWord(wordIndex))
eventAttributes.append(self.eventAttribute)
continue
if self.IsModal(sentence,wordIndex):
self.eventAttribute = self.eventAttribute.SetAttributes(isEvent=False,text=sentence.getWord(wordIndex))
eventAttributes.append(self.eventAttribute)
continue
#s3 In this scenario we already have compound verb with consecutive parts as one single token we tagged them with one eventID and for other verbs just the verb part tagged
'''
#s2 In this scenario compound verbs detected and the verbs with consecutive parts tagged with the same eventID and others just the verb part tagged
if self.IsCompoundVerb(sentence, wordIndex):
verbIdices = self.compoundVerb.extractNonVerbalIndexOfCompoundVerb(sentence, wordIndex)
verbWord = ''
for index in verbIdices:
verbWord += sentence.getWord(index)+' '
verbWord += sentence.getWord(wordIndex)
classfeature = classFeatureExtractor.Extract(verbWord)
verbIdices.append(wordIndex)
if self.IsConsecutive(verbIdices):
verbWord=''
for index in verbIdices:
verbWord += sentence.getWord(index)+' '
polarity = polarityDetector.detect(verbWord, sentence.getPOSCoarse(wordIndex),sentence.getLemma(wordIndex))
eventAttribute = self.eventAttribute.SetAttributes(True,globals.eventID,classfeature,verbWord,aspect,modality,pos,polarity,tense,mood)
else:
eventAttribute = self.eventAttribute.SetAttributes(True,globals.eventID,classfeature,word,aspect,modality,pos,polarity,tense,mood)
'''
#s1 In this scenario all the parts tagged with the same eventID
if self.IsCompoundVerb(sentence, wordIndex):
verbIdices = self.compoundVerb.extractNonVerbalIndexOfCompoundVerb(sentence, wordIndex)
verbWord = ''
for index in verbIdices:
verbWord += sentence.getWord(index)+' '
verbWord = verbWord.rstrip(' ')
verbWord = verbWord + ' ' + word
classfeature = classFeatureExtractor.Extract(verbWord)
for index in verbIdices:
#verbWord += sentence.getWord(wordIndex)+' '
eventAttribute = self.eventAttribute.SetAttributes(True,globals.id,globals.eventID,classfeature,sentence.getWord(index),aspect,modality,pos,polarity,tense,mood)
eventAttributes[index] = eventAttribute
globals.id+=1
eventAttribute = self.eventAttribute.SetAttributes(True,globals.id,globals.eventID,classfeature,word,aspect,modality,pos,polarity,tense,mood)
eventAttributes.append(eventAttribute)
globals.eventID +=1
globals.id+=1
else:
classfeature = classFeatureExtractor.Extract(word)
eventAttribute = self.eventAttribute.SetAttributes(True,globals.id,globals.eventID,classfeature,word,aspect,modality,pos,polarity,tense,mood)
eventAttributes.append(eventAttribute)
globals.eventID +=1
globals.id+=1
else:
eventAttribute = self.eventAttribute.SetAttributes(isEvent=False,text=sentence.getWord(wordIndex))
eventAttributes.append(eventAttribute)
return eventAttributes