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        "author": "Ulugbek Salaev, Elmurod Kuriyozov",
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        "description": "<div id=\"top\"></div>\n\n<!-- PROJECT SHIELDS -->\n\n<!-- PROJECT LOGO -->\n<br />\n<div align=\"center\">\n  <h3 align=\"center\">UzTransliterator | State-of-the-art machine transliteration tool for Uzbek language, Cyrillic<>Latin<>NewLatin</h3>\n  <p align=\"center\">\n    The main goal of this paper is to present a state-of-the-art machine transliteration tool between three common scripts used in low-resource Uzbek language: old Cyrillic, currently official Latin, and newly announced New-Latin alphabets, which was created using a combination of rule-based and statistical approaches. The created tool is available as an open-source Python package, as well as a web-based application including a public API\n  </p>\n</div>\n\n\n\n<!-- ABOUT THE PROJECT -->\n## About The Project\n<div align=\"center\">\n<img src=\"https://github.com/UlugbekSalaev/UzTransliterator/blob/main/src/web-uinterface.png?raw=true\" width = \"600\" Alt = \"Web-interface of the tool\">\n</div>\n\n\nFeel free to use the tool presented in this project, and if you find it useful, plese make sure to cite the paper [here](...) (coming soon...)\nDemo of the web-based transliteration tool can be seen [here](https://nlp.urdu.uz/?menu=translit).\n\n\nIn this paper, we presented a Python code, a web tool, and an API created for the Uzbek language that performs machine transliteration between two popularly used Cyrillic and Latin alphabets, as well as a newly reformed version of the Latin alphabet, which, according to the governmental decree, all legal texts will have been completely adapted to by year 2023.\n\n<p align=\"right\">(<a href=\"#top\">back to top</a>)</p>\n\n## Installation\n### Python\n<code>pip install UzTransliterator</code>\n<br><b>Source:</b> https://pypi.org/project/UzTransliterator/\n<br><br><b>Using</b><br>\n<code>from UzTransliterator import UzTransliterator</code>\n<br><code>obj = UzTransliterator.UzTransliterator()</code>\n<br><code>print(obj.transliterate(\"\u043c\u0430\u0442\u043a\u0430\u0431\", from_=\"cyr\", to=\"lat\"))</code>\n<br>Output: <code>maktab</code>\n\n### Options \n<code>from_='cyr', to='lat'</code><br>\n<code>from_='cyr', to='nlt'</code><br>\n<code>from_='lat', to='cyr'</code><br>\n<code>from_='lat', to='nlt'</code><br>\n<code>from_='nlt', to='cyr'</code><br>\n<code>from_='nlt', to='lat'</code><br>\n\n### Web Interface\n https://nlp.urdu.uz/?menu=translit\n    \n### API\n<b>URL:</b> https://uz-translit.herokuapp.com/translit\n<br><b>Methods:</b> GET, POST<br><b>Parametres:</b> <code>text:str</code>, <code>from_:str</code>, <code>to:str</code>\n<br><b>Example Request:</b> https://uz-translit.herokuapp.com/translit?text=\u043c\u0430\u043a\u0442\u0430\u0431&from_=cyr&to=lat\n\n## Note\nNew latin alphabet has some difference than Latin. Main changing is presented in following as format Latin - New Latin:\n<br>\u201cG\u2018, g\u2018\u201d \u2014 \u201c\u1e20, \u1e21\u201d\n<br>\u201cO\u2018, o\u2018\u201d \u2014 \u201c\u014c, \u014d\u201d\n<br>\u201cSh, sh\u201d \u2014 \u201c\u015e, \u015f\u201d\n<br>\u201cCh, ch\u201d \u2014 \u201c\u00c7 \u00e7\u201d\n\n### Built With\n\nProgramming language used:\n\n* [Python](https://www.python.org/)\n\nThese are the major libraries used inside Python:\n\n* [scikit-learn : A set of python modules for machine learning](https://scikit-learn.org/stable/)\n\n\n<p align=\"right\">(<a href=\"#top\">back to top</a>)</p>\n\n\n<!-- LICENSE -->\n## License\n\nDistributed under the MIT LICENSE. See `LICENSE.txt` for more information.\n\n<p align=\"right\">(<a href=\"#top\">back to top</a>)</p>\n\n\n",
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