uztagger 0.0.11

uztagger | Uzbek Morphological Part of Speech (POS) Tagging on Python

uztagger

https://pypi.org/project/uztagger
https://github.com/UlugbekSalaev/uztagger

uztagger is focused to make tagging sentence with morphological Part of Speech (POS) tagset of Uzbek word based on morphemes and limited number of lexicon. The tool includes list of POS tagset, tagging method. It is created as a python library and uploaded to PyPI. It is simply easy to use in your python project or other programming language projects via the API.

About project

The tool is focused to make tagging sentence with morphological Part of Speech (POS) tagset of Uzbek word based on morphemes. The tool includes list of POS tagset, tagging method.

Quick links

• Github
• PyPI
• Web-UI

Demo

You can use web interface.

Features

• Tagging
• POS tag list
• Help function

Usage

Three options to run uztagger:

• pip
• API
• Web interface

pip installation

To install uztagger, simply run:

pip install uztagger

After installation, use in python like following:

# import the library
from uztagger import Tagger
# create an object 
tagger = Tagger()
# call tagging method
tagger.pos_tag('Bizlar bugun maktabga bormoqchimiz.')
# output
[('Bizlar','NOUN'),('bugun', 'NOUN'), ('maktabga', 'NOUN'), ('bormoqchimiz', 'VERB'), ('.', 'PUNC')]

API

API configurations:

• Method: GET
• Response type: string
• URL: https://nlp.urdu.uz:8080/uztagger/pos_tag
  • Parameters: text:string
• Sample Request: https://nlp.urdu.uz:8080/uztagger/pos_tag?text=Ular%20maktabga%20borayaptilar.
• Sample output: [("Ular","NOUN"),("maktabga",""),("borayaptilar",""),(".","PUNC")]

Web-UI

The web interface created to use easily the library: You can use web interface here.

POS tag list

Tagger using following options as POS tag:
NOUN Noun {Ot}
VERB Verb {Fe'l}
ADJ Adjective {Sifat}
NUM Numeric {Son}
ADV Adverb {Ravish}
PRN Pronoun {Olmosh}
CNJ Conjunction {Bog'lovchi}
ADP Adposition {Ko'makchi}
PRT Particle {Yuklama}
INTJ Interjection {Undov}
MOD Modal {Modal}
IMIT Imitation {Taqlid}
AUX Auxiliary verb {Yordamchi fe'l}
PPN Proper noun {Atoqli ot}
PUNC Punctuation {Tinish belgi}
SYM Symbol {Belgi}

Result Explaining

The method pos_tag returns list, that an item of the list contain tuples for each token of the text with following format: (token, pos), for POS tag list, see POS Tag List section on above.

Result from tagger method

[('Bizlar','NOUN'),('bugun', 'NOUN'), ('maktabga', 'NOUN'), ('bormoqchimiz', 'VERB'), ('.', 'PUNC')]

Documentation

See here.

Citation

@misc{uztagger,
  title={{uztagger}: Morphological Part of Speech Tagger Tool for Uzbek},
  url={https://github.com/UlugbekSalaev/uztagger},
  note={Software available from https://github.com/UlugbekSalaev/uztagger},
  author={
    Ulugbek Salaev},
  year={2022},
}

Contact

For help and feedback, please feel free to contact the author.