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TajikNLP: An Open-Source Toolkit for Comprehensive Text Processing of Tajik (Cyrillic Script)

arXiv:2605.04583v3 Announce Type: replace Abstract: The Tajik language, written in Cyrillic script, remains severely under-resourced in terms of publicly available natural language processing (NLP) toolkits, hindering both linguistic research and applied development. This paper introduces TajikNLP, an open-source Python library that provides the first comprehensive pipeline for processing authentic Tajik text while preserving the original Cyrillic orthography. The library implements a...

arXiv CS 8d ago

A Systematic Benchmark of Machine Transliteration Models for the Tajik-Farsi Language Pair: A Comparative Study from Rule-Based to Transformer Architectures

arXiv:2605.02270v2 Announce Type: replace Abstract: This paper presents the first comprehensive comparative analysis of modern machine learning architectures for transliteration between Tajik (Cyrillic script) and Persian (Arabic script). A key contribution is the creation and validation of a unique parallel corpus aggregated from multiple heterogeneous sources, including crowdsourced projects, lexicographic pairs, parallel texts of "Shahnameh", diplomatic articles, texts of "Masnavi-i...

arXiv CS 8d ago

Small boat pilots become first offenders jailed for endangering others in Channel

Small boat pilots become first offenders jailed for endangering others in Channel - Bookmark Two men who piloted small boats have become the first offenders to be sentenced for a new offence of endangering others during a Channel crossing. Afghan national Mohammad Tajik, 32, and Sudanese national Alnour Ali, 26, were at Canterbury Crown Court for two years and 27 months respectively on Wednesday.

The Independent UK 4h ago

Two men jailed for putting lives at risk during small boat journeys to UK

Mohammad Tajik and Alnour Ali, who piloted boats on Channel crossings, are first to be sentenced under new lawTwo men have been jailed under the new offence of endangering others during a journey at sea. The two small-boat pilots are the first to be sentenced under the new law, which came into force in January as part of government efforts to counter small boat crossings.

The Guardian UK 3h ago

Two men jailed for putting lives at risk during small boat journeys to UK

Mohammad Tajik and Alnour Ali, who piloted boats on Channel crossings, are first to be sentenced under new lawTwo men have been jailed under the new offence of endangering others during a journey at sea. The two small-boat pilots are the first to be sentenced under the new law, which came into force in January as part of government efforts to counter small boat crossings.

The Guardian World 3h ago