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
if set_type == 'test':
guid = "%s-%s" % (set_type, i)
text_a = line[-1]
label = None
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=None,
label=label))
else:
guid = "%s-%s" % (set_type, i)
text_a = line[-1]
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):
"""Creates examples for the training and dev sets."""
examples = []
for (i, line) in enumerate(lines):
if i == 0: continue
guid = "%s-%s" % (set_type, line['pair-id'])
text_a = line['context']
text_b = line['hypothesis']
if set_type == 'test':
label = None
else:
label = line['label']
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=text_b,
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 = str(line[7])
text_a = line[5]
text_b = line[6]
if set_type == 'test':
label = None
else:
label = line[0]
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=text_b,
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, line[0])
text_a = line[8]
text_b = line[9]
if set_type == 'test':
label = None
else:
label = line[-1]
const_parsed_a = nltk.Tree.fromstring(line[6])
const_parsed_b = nltk.Tree.fromstring(line[7])
pos_tagged_a = re.findall(r'\([^\)\(]*\)', line[6])
pos_tagged_a = [
tuple([item.split()[1][:-1],
item.split()[0][1:]]) for item in pos_tagged_a
]
pos_tagged_b = re.findall(r'\([^\)\(]*\)', line[7])
pos_tagged_b = [
tuple([item.split()[1][:-1],
item.split()[0][1:]]) for item in pos_tagged_b
]
examples.append(
InputExample(guid=guid,
text_a=text_a,
text_b=text_b,
label=label,
pos_tagged_a=pos_tagged_a,
pos_tagged_b=pos_tagged_b,
const_parsed_a=const_parsed_a,
const_parsed_b=const_parsed_b))
return examples