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Enhancing Assamese NLP Capabilities: Introducing a Centralized Dataset Repository

2024-10-15 05:26:57
S. Tamang, D. J. Bora
arXiv_AI
                   
Abstract

This paper introduces a centralized, open-source dataset repository designed to advance NLP and NMT for Assamese, a low-resource language. The repository supports various tasks like sentiment analysis, named entity recognition, and machine translation by providing both pre-training and fine-tuning corpora. We review existing datasets, highlighting the need for standardized resources in Assamese NLP, and discuss potential applications in AI-driven research, such as LLMs, OCR, and chatbots. While promising, challenges like data scarcity and linguistic diversity remain. The repository aims to foster collaboration and innovation, promoting Assamese language research in the digital age.

Abstract (translated)

URL

https://arxiv.org/abs/2410.11291

PDF

https://arxiv.org/pdf/2410.11291.pdf

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