def create_examples(self, df):
examples = []
for _, line in df.iterrows():
guid = line['#id']
text_a = line['claim']
text_b_0 = line['warrant0']
text_b_1 = line['warrant1']
label = int(line['correctLabelW0orW1'])
examples.append([
bert.InputExample(guid=guid,
text_a=text_a,
text_b=text_b_0,
label=label),
bert.InputExample(guid=guid,
text_a=text_a,
text_b=text_b_1,
label=label)])
return examples
def create_examples(self, df):
examples = []
for _, line in df.iterrows():
guid = line['#id']
text_a = self.append_claim_reason(line['claim'], line['reason'])
text_b_0 = line['warrant0']
text_b_1 = line['warrant1']
# 0&1 both in fwd together - same label in both InputExamples OK
label = int(line['correctLabelW0orW1'])
examples.append([
bert.InputExample(guid=guid,
text_a=text_a,
text_b=text_b_0,
label=label),
bert.InputExample(guid=guid,
text_a=text_a,
text_b=text_b_1,
label=label)])
return examples
