franziz/artagger

RDR Post Tagger implementation

ARTagger

A Ripple Down Rules-based (RDR) Part-Of-Speech Tagger implementation based on RDRPOSTagger.

Assumption

This library assume that you are using Python 3.5 or later.

Assumption:

• Python 3.5
• Only support 1 sentence
• The sentence must be tokenized

Current supported languages:

• Thai

Installation

Installation is really straight forward, just:

pip install artagger

Quick Example

Just do a quick example if you want to use this library.

>> from artagger import Tagger
>> tagger = Tagger()
>> words = tagger.tag("ผม รัก คุณ")

The tag() function will return you an array of Word.

>> for word in words:
>>    print("%s/%s" % (word.word, word.tag))

Run above syntax to get any word and tag inside sentence.

CITATION

• Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham and Son Bao Pham. RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger. In Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014, pp. 17-20, 2014. [.PDF] [.bib]

• Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham and Son Bao Pham. A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-Of-Speech Tagging. AI Communications (AICom), vol. 29, no. 3, pp. 409-422, 2016. [.PDF] [.bib]