Polyglot programs: NLP for Arabic and the globe’s diverse dialects

Summary

MBZUAI researchers presented studies at EMNLP and ArabicNLP conferences on improving NLP for diverse languages, especially Arabic. One study evaluated ChatGPT and GPT-4's performance across Arabic dialects, finding limitations compared to English. GPT-4 showed better performance than GPT-3.5 in Arabic. Why it matters: This research highlights the need for NLP models to better support the linguistic diversity of Arabic and other languages to avoid widening existing technological gaps.