lexsub: default program

In [1]:

    

from default import *
import os


    

In [2]:

    

lexsub = LexSub(os.path.join('data','glove.6B.100d.magnitude'))
output = []
with open(os.path.join('data','input','dev.txt')) as f:
    for line in f:
        fields = line.strip().split('\t')
        output.append(" ".join(lexsub.substitutes(int(fields[0].strip()), fields[1].strip().split())))
print("\n".join(output[:10]))


    

    




sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner
sides edge bottom front club line both back place corner

In [3]:

    

from lexsub_check import precision
with open(os.path.join('data','reference','dev.out'), 'rt') as refh:
    ref_data = [str(x).strip() for x in refh.read().splitlines()]
print("Score={:.2f}".format(100*precision(ref_data, output)))


    

    




Score=27.89