Open NLP

POS tagging and Named-entity recognizing

Distribution

Binary distribution can be downloaded here (JRE 1.7 or later required, Unix or Windows only)

Usage

Please find usage guide in the README

Building

Prerequisites:

• JDK 1.7 or later
• Maven 3.3.9 or later

Building program:

$ cd java/nlp
$ mvn clean package

NLTK

Prequisites

• Python 2.7.10
• PIP 1.5.6 https://pypi.python.org/pypi/pip
• NLTK 3.2.1 http://www.nltk.org
• Progress 1.2 https://pypi.python.org/pypi/progress

POS Tagging

POS tagging with predefined training and test data:

$ cd python
$ python tagger.py ../data/pos-tagging/Indonesian_Manually_Tagged_Corpus_ID.tsv ../data/pos-tagging/Wikipedia.txt

POS tagging by splitting training data to training and test data:

$ cd python
$ python tagger.py ../data/pos-tagging/Indonesian_Manually_Tagged_Corpus_ID.tsv 1000 sentences.tag