Computational Linguistics, Data Scarcity and ML

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Computational Linguistics

Data Scarcity

Leveraging Linguistic Expertise in NLP: A Deep Dive into RELIES and Its Impact on Large Language Models

Marktechpost

MAY 11, 2024

Proficiency in language ensures that NLP assessments encompass not just performance at the surface level but also more profound linguistic issues. Low-resource settings: Linguistic knowledge is essential for addressing issues with data scarcity and linguistic variance in linguistically varied or low-resource languages.

Large Language Models

Large Language Models NLP Data Scarcity Computational Linguistics

This AI Paper from Apple Unveils AlignInstruct: Pioneering Solutions for Unseen Languages and Low-Resource Challenges in Machine Translation

Marktechpost

JANUARY 15, 2024

Developed by researchers from Apple, aiming to enhance machine translation, AlignInstruct represents a paradigm shift in tackling data scarcity. The success of AlignInstruct in enhancing machine translation for low-resource languages is a testament to the importance of innovative approaches in computational linguistics.

Large Language Models

Large Language Models Data Scarcity Computational Linguistics Natural Language Processing

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Leveraging Linguistic Expertise in NLP: A Deep Dive into RELIES and Its Impact on Large Language Models

This AI Paper from Apple Unveils AlignInstruct: Pioneering Solutions for Unseen Languages and Low-Resource Challenges in Machine Translation

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