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 130

Large Language Models Data Scarcity Computational Linguistics Natural Language Processing 130

Marktechpost

MAY 11, 2024

With the significant advancement in the fields of Artificial Intelligence (AI) and Natural Language Processing (NLP), Large Language Models (LLMs) like GPT have gained attention for producing fluent text without explicitly built grammar or semantic modules.

Large Language Models 128

Large Language Models NLP Data Scarcity Computational Linguistics 128

Google Research AI blog

FEBRUARY 17, 2023

Also, region-unaware MT systems tend to favor whichever variety has more data available online, which disproportionately affects speakers of under-resourced language varieties. However, the vast majority of available training data doesn’t specify what regional variety the translation is in.

Data Scarcity 117

Data Scarcity Computational Linguistics Software Engineer Categorization 117