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CUFE@NLU of Devanagari Script Languages 2025: Language Identification using fastText

AbstractLanguage identification is a critical area of research within natural language processing (NLP), particularly in multilingual contexts where accurate language detection can enhance the performance of various applications, such as machine translation, content moderation, and user interaction systems. This paper presents a language identification system developed using fastText. In the CHIPSAL@COLING 2025 Task on Devanagari Script Language Identification, the proposed method achieved first place, with an F1 score of 0.9997.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

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