def _create_examples(self, lines):
examples = []
text_b = None
text_c = None
text_d = None
for (i, line) in enumerate(lines):
if i == 0:
print('Gold Label: ', line[self.column_label])
print('Document Index: ', line[self.column_id])
print('First Input: ', line[self.column_text_a])
if self.use_text_b:
print('Second Input: ', line[self.column_text_b])
if self.use_text_c:
print('Third Input: ', line[self.column_text_c])
if self.use_text_d:
print('Fourth Input: ', line[self.column_text_d])
continue
guid = line[self.column_id]
label = line[self.column_label]
text_a = line[self.column_text_a]
if self.use_text_b:
text_b = line[self.column_text_b]
if self.use_text_c:
text_c = line[self.column_text_c]
if self.use_text_d:
text_d = line[self.column_text_d]
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=text_b,
text_c=text_c,
text_d=text_d,
label=label))
return examples
def _create_examples(self, lines, set_type):
"""Creates examples for the training and dev sets."""
examples = []
for (i, line) in enumerate(lines):
if i == 0:
continue
guid = "%s-%s" % (set_type, i)
text_a = line[1]
label = line[0]
examples.append(
InputExample(guid=guid, text_a=text_a, text_b=None, label=label))
return examples
def _create_examples(self, lines):
examples = []
for (i, line) in enumerate(lines):
guid = line[0]
text_a = line[2]
label = line[1]
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=None,
label=label))
return examples
def _create_examples(self, lines, set_type):
examples = []
for (i, line) in enumerate(lines):
guid = '%s-%s' % (set_type, i)
text_a = line[1]
label = line[0]
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=None,
label=label))
return examples
def _create_examples(lines, split):
"""Creates examples for the training and dev sets."""
examples = []
for (i, line) in enumerate(lines):
if i == 0:
continue
text_a = line[2]
guid = line[1]
label = line[0]
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=None,
label=label))
return examples
def _create_examples(self, lines, set_type):
examples = []
for (i, line) in enumerate(lines):
text = ['None'] * 4
guid = "%s-%s" % (set_type, i)
number = 0
for num, (key, value) in enumerate(eval(line[1]).items()):
if number < 4:
# if number < 10 and key != 'title' and key != 'Reference':
text[number] = value
number += 1
label = line[0]
examples.append(
InputExample(guid=guid, text_a=text, text_b=None, label=label))
return examples
def _create_examples(self, lines, set_type):
"""Creates examples for the training and dev sets."""
examples = []
for (i, line) in enumerate(lines):
if i == 0:
continue
guid = "%s-%s" % (set_type, i)
text_a = line[1] #question/perspective
label = line[0]
text_b = line[2] #opinion/claim
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=text_b,
label=label))
return examples
def _create_examples(lines, set_type):
"""
Creates examples for the training and dev sets
:param lines:
:param set_type:
:return:
"""
examples = []
for (i, line) in enumerate(lines):
if i == 0:
continue
guid = '%s-%s' % (set_type, i)
label = line[0]
text = line[1]
examples.append(
InputExample(guid=guid, text_a=text, text_b=None, label=label))
return examples