links.txt

http://stackoverflow.com/questions/23322674/how-to-improve-speed-with-stanford-nlp-tagger-and-nltk

parser.py

import os
import re
from nltk.tag import StanfordNERTagger
from nltk.parse import stanford
from nltk.tag import StanfordPOSTagger
st_pos = StanfordPOSTagger('/home/wolfram/project@work/resume-intent-classification/stanford-postagger-full-2016-10-31/models/english-bidirectional-distsim.tagger',
                      '/home/wolfram/project@work/resume-intent-classification/stanford-postagger-full-2016-10-31/stanford-postagger.jar') 

# os.environ['STANFORD_PARSER'] = '/home/wolfram/project@work/resume-intent-classification/stanford-parser-full-2016-10-31/'
# os.environ['STANFORD_MODELS'] = '/home/wolfram/project@work/resume-intent-classification/stanford-parser-full-2016-10-31/'

st_parser = stanford.StanfordParser(model_path='/home/wolfram/Downloads/englishPCFG.ser.gz',
                             path_to_models_jar='/home/wolfram/project@work/resume-intent-classification/stanford-parser-full-2016-10-31/stanford-parser-3.7.0-models.jar', 
                             path_to_jar='/home/wolfram/project@work/resume-intent-classification/stanford-parser-full-2016-10-31/stanford-parser.jar')

st_ner = StanfordNERTagger('/home/wolfram/Downloads/stanford-ner-2016-10-31/classifiers/english.muc.7class.distsim.crf.ser.gz', 
                      '/home/wolfram/Downloads/stanford-ner-2016-10-31/stanford-ner.jar')

from nltk.parse.stanford import StanfordDependencyParser
st_dep_parser = stanford.StanfordDependencyParser(model_path='/home/wolfram/Downloads/englishPCFG.ser.gz',
                             path_to_models_jar='/home/wolfram/project@work/resume-intent-classification/stanford-parser-full-2016-10-31/stanford-parser-3.7.0-models.jar', 
                             path_to_jar='/home/wolfram/project@work/resume-intent-classification/stanford-parser-full-2016-10-31/stanford-parser.jar')