def annotateDoc(self,doc):
"""
Annotates each citation with its citation function "cfunc"
"""
prebuildAZFeaturesForDoc(doc)
for sentence in doc.allsentences:
cfc_citations=[doc.citation_by_id[citation] for citation in sentence.get("citations",[])]
cfc_citations.extend(loadRefAuthorsFromSentence(sentence))
for citation in cfc_citations:
features={}
for feature in CFC_all_features:
feature(features,sentence,doc, None)
for feature in CFC_precomputed_features:
features["F_"+feature]=sentence[feature]
formPat.extractFeatures(sentence["text"],features) # formulaic patterns
formPat.extractFeatures(sentence["text"],features,True) # agent patterns
citation["cfunc"]=self.classifier.classify(features)
## print citation["cfunc"]
removePrebuiltAZFeatures(doc)
def annotateDoc(self,doc):
"""
Annotates each sentence with its AZ class
"""
prebuildAZFeaturesForDoc(doc)
for sentence in doc.allsentences:
features={}
for feature in AZ_all_features:
feature(features,sentence,doc, None)
for feature in AZ_precomputed_features:
if feature in sentence:
features["F_"+feature]=sentence[feature]
formPat.extractFeatures(sentence["text"],features) # formulaic patterns
formPat.extractFeatures(sentence["text"],features,True) # agent patterns
## print features
az=self.classifier.classify(features)
sentence["az"]=az
removePrebuiltAZFeatures(doc)
