Please find the original question here on hackerrank
Although,my solution is incomplete can someone please help me understand where I'm going wrong? (In the second function the tagger returns a 2-letter tag although the question asks for a 3-letter tag. Thanks!
import re
import nltk
import string
final_tagged = ""
raw_input(strs)
def tokenize_two(i):
temp = i
global strs
"remove /?? and pos tag"
for ch in ['/??']:
if ch in i:
i=i.replace(ch,"")
#pos tagging
tag = nltk.pos_tag([i])
for item in tag:
for ch in ['??']:
if ch in temp:
temp = temp.replace(ch,item[1])
replace = i+"/??"
strs = string.replace(strs,replace,temp)
return temp;
def tokenize_three(i):
"remove /??? and pos tag"
temp = i
global strs
for ch in ['/???']:
if ch in i:
i=i.replace(ch,"")
tag = nltk.pos_tag([i])
for item in tag:
for ch in ['???']:
if ch in temp:
temp = temp.replace(ch,item[1])
replace = i+"/???"
strs = string.replace(strs,replace,temp)
return temp;
a = [w for w in re.split('\s+',strs)]
for i in a :
if(i.endswith("/??")):
tagged = tokenize_two(i)
if(i.endswith("/???")):
final_tagged = tokenize_three(i)
print strs
tag = nltk.pos_tag([i])
POS tagging is context-dependent. You need to pass the entire tokenized sentence as an argument to pos_tag, rather than calling pos_tag one time for each unknown word.