I am working on a project that requires me to tag tokens using nltk and python. So I wanted to use this. But came up with a few problems. I went through a lot of other already asked questions and other forums but I was still unable to get a soultion to this problem. The problem is when I try to execute the following:
from nltk.tag import StanfordPOSTagger
st = StanfordPOSTagger('english-bidirectional-distsim.tagger')
I get the following:
Traceback (most recent call last):
`File "<pyshell#13>", line 1, in <module>
st = StanfordPOSTagger('english-bidirectional-distsim.tagger')`
`File "C:\Users\MY3\AppData\Local\Programs\Python\Python35-32\lib\site-packages\nltk-3.1-py3.5.egg\nltk\tag\stanford.py", line 131, in __init__
super(StanfordPOSTagger, self).__init__(*args, **kwargs)`
`File "C:\Users\MY3\AppData\Local\Programs\Python\Python35-32\lib\site-packages\nltk-3.1-py3.5.egg\nltk\tag\stanford.py", line 53, in __init__
verbose=verbose)`
`File "C:\Users\MY3\AppData\Local\Programs\Python\Python35-32\lib\site-packages\nltk-3.1-py3.5.egg\nltk\internals.py", line 652, in find_jar
searchpath, url, verbose, is_regex))`
`File "C:\Users\MY3\AppData\Local\Programs\Python\Python35-32\lib\site-packages\nltk-3.1-py3.5.egg\nltk\internals.py", line 647, in find_jar_iter
raise LookupError('\n\n%s\n%s\n%s' % (div, msg, div))`
LookupError:
===========================================================================
NLTK was unable to find stanford-postagger.jar! Set the CLASSPATH
environment variable.
===========================================================================
I already set the
CLASSPATH - C:\Users\MY3\Desktop\nltk\stanford\stanford-postagger.jar
I tried it as C:\Users\MY3\Desktop\nltk\stanford
as well..
STANFORD_MODELS - C:\Users\MY3\Desktop\nltk\stanford\models\
I tried doing this as well..in vain
File "C:\Python27\lib\site-packages\nltk\tag\stanford.py", line 45, in __init__
env_vars=('STANFORD_MODELS',), verbose=verbose)
but it doesn't solve the problem either. Please Help me in solving this issue.
I use Windows 8, python 3.5 and nltk 3.1
The original answer was written for Stanford POS Tagger Version 3.6.0, Date 2015-12-09
There is a new Version (3.7.0, released 2016-10-31). Here's the code for the newer version:
from nltk.tag import StanfordPOSTagger
from nltk import word_tokenize
# Add the jar and model via their path (instead of setting environment variables):
jar = 'your_path/stanford-postagger-full-2016-10-31/stanford-postagger.jar'
model = 'your_path/stanford-postagger-full-2016-10-31/models/english-left3words-distsim.tagger'
pos_tagger = StanfordPOSTagger(model, jar, encoding='utf8')
text = pos_tagger.tag(word_tokenize("What's the airspeed of an unladen swallow ?"))
print(text)
I had the same problem (but using OS X and PyCharm), finally got it to work. Here's what I've pieced together from the StanfordPOSTagger Documentation and alvas' work on the issue (big thanks!):
from nltk.internals import find_jars_within_path
from nltk.tag import StanfordPOSTagger
from nltk import word_tokenize
# Alternatively to setting the CLASSPATH add the jar and model via their path:
jar = '/Users/nischi/PycharmProjects/stanford-postagger-full-2015-12-09/stanford-postagger.jar'
model = '/Users/nischi/PycharmProjects/stanford-postagger-full-2015-12-09/models/english-left3words-distsim.tagger'
pos_tagger = StanfordPOSTagger(model, jar)
# Add other jars from Stanford directory
stanford_dir = pos_tagger._stanford_jar.rpartition('/')[0]
stanford_jars = find_jars_within_path(stanford_dir)
pos_tagger._stanford_jar = ':'.join(stanford_jars)
text = pos_tagger.tag(word_tokenize("What's the airspeed of an unladen swallow ?"))
print(text)
Hope this helps.