Unlock the full potential of AI with Building LLMs for Production—our 470+ page guide to mastering LLMs with practical projects and expert insights!


New Multilingual Model — XTREME
Latest   Machine Learning

New Multilingual Model — XTREME

Last Updated on July 24, 2023 by Editorial Team

Author(s): Edward Ma

Originally published on Towards AI.

Data Size Correlation

Photo by Edward Ma on Unsplash

Developing general-purpose multilingual representations is a trend in recent years. Most of the earlier models are developed based on English while we have several thousand languages all over the world. Previous studies include mBERT and XLM. Although those wonderful models are designed for general-purpose, evaluations of them are often limited to translation and classification and similar languages.

XTREME (Hu et al., 2020) is introduced to overcome the aforementioned limitations. The full name of EXTREME is Cross-lingual TRansfer Evaluation of Multilingual Encoders. It covers 40 languages and able to support up to 9 tasks. Also, XTREME focus… Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI

Feedback ↓