def __init__(self, sentence_rules, target_rules, context_rules,
feature_inference_rule, document_inference_rule):
self.sentence_rules = sentence_rules
self.target_rules = target_rules
self.context_rules = context_rules
self.feature_inference_rule = feature_inference_rule
self.document_inference_rule = document_inference_rule
self.sentence_segmenter = RuSH(self.sentence_rules)
self.feature_inferencer = FeatureInferencer(
self.feature_inference_rule)
self.document_inferencer = DocumentInferencer(
self.document_inference_rule)
self.targets = get_item_data(self.target_rules)
self.modifiers = get_item_data(self.context_rules)
NEGATED_CONCEPT,FEVER,DEFINITE_NEGATED_EXISTENCE ''' # define the document inference rule document_inference_rule = ''' #Conclusion Type at document level, Evidence type at mention level FEVER_DOC,FEVER #Default document type NO_FEVER ''' sentence_segmenter = RuSH(sentence_rules) feature_inferencer = FeatureInferencer(feature_inference_rule) document_inferencer = DocumentInferencer(document_inference_rule) targets = get_item_data(target_rules) modifiers = get_item_data(context_rules) # Example sentences #input = 'This is a sentence. It is just a test. I like this sentence.' input = ''' No vomiting, chest pain, shortness of breath, nausea, dizziness, or chills on arrival. On operative day three, the patient fever was detected with temperature 101.5 F. After 3 days no fever was detected. Patient came back for a follow up, denies fever. ''' sentences = sentence_segmenter.segToSentenceSpans(input) # See what the document was splitted into
def setModifiersTargetsFromFiles(self, modifiers_file, targets_file):
self.targets = get_item_data(targets_file)
self.modifiers = get_item_data(modifiers_file)
def read_context_types(self, context_file):
context_types = set()
for context_item in get_item_data(context_file):
for type in context_item.getCategory():
context_types.add(type)
return self.gen_relation_def(context_types)
def __init__(self, target_rules, context_rules):
self.targets = get_item_data(target_rules)
self.modifiers = get_item_data(context_rules)
def __init__(self, sentence_rules, target_rules, context_rules):
self.sentence_segmenter = RuSH(sentence_rules)
self.targets = get_item_data(target_rules)
self.modifiers = get_item_data(context_rules)
def __init__(self, sentence_rules, target_rules, between_rules):
self.sentence_segmenter = RuSH(sentence_rules)
self.targets = get_item_data(target_rules)
self.between_rules = between_rules