def disambiguate(self, instance):
output = ""
prev = 0
for mention in instance.mentions:
output += instance.text[prev:mention.start]
output += "[[%s]]" % mention.spot
prev = mention.end
output += instance.text[prev:]
params = self.get_params()
url = params.pop('url')
params['text'] = output
r = requests.post(url, data=params)
data = r.json()
mentions = []
for ann in filter(lambda x: 'bestEntity' in x, data['mentions']):
spot = ann['name']
start = ann['offset']
end = start + ann['length']
title = ann['bestEntity']['name'].decode('unicode-escape')
wid = get_wid_from_title(title)
score1 = float(ann['bestEntity']['disambiguationScore'])
mentions.append(
Mention(spot, start, end, title, wid, score1=score1)
)
return mentions
def annotate(self, instance):
data = self.get_params()
url = data.pop('url')
data['text'] = instance.text
data = requests.post(url,
params=self.get_params(),
data=data).json()
mentions = []
for ann in filter(lambda x: 'bestEntity' in x, data['mentions']):
spot = ann['name']
start = ann['offset']
end = start + ann['length']
title = ann['bestEntity']['name'].decode('unicode-escape')
wid = get_wid_from_title(title)
score1 = float(ann['bestEntity']['disambiguationScore'])
mentions.append(
Mention(spot, start, end, title, wid, score1=score1)
)
return mentions
