Tag: language models

The Role of Datasets in NLP: From Wikipedia to Web-Scale LLM Corpora

Explore how NLP datasets evolved from curated sources like Wikipedia to massive web-scale corpora, shaping the development of modern Large Language Models.

Multilingual Performance of Large Language Models: How Transfer Learning Bridges Language Gaps

Multilingual large language models use transfer learning to understand multiple languages, but performance drops sharply for low-resource languages. Learn why, how new techniques like CSCL are helping, and what it means for global AI equity.