uzparser | Uzbek Syntax Parser on Python
Project description
UzParser
https://pypi.org/project/uzparser
https://github.com/UlugbekSalaev/uzparser
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
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
- Parameters:
- 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
VERB
Verb
ADJ
Adjective
NUM
Numeric
ADV
Adverb
PRN
Pronoun
CNJ
Conjunction
ADP
Adposition
PRT
Particle
INTJ
Interjection
MOD
Modal
IMIT
Imitation
AUX
Auxiliary verb
PPN
Proper noun
PUNC
Punctuation
SYM
Symbol
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.
Project details
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