The MEGAVERSE Study: A Leap in Multilingual LLM Evaluation

The MEGAVERSE project, a landmark study accepted to NAACL'24, explores the capabilities of Large Language Models (LLMs) across a vast linguistic landscape. This ambitious research:

- Covers 22 datasets spanning 83 languages, aiming to bridge the gap in LLM evaluation across diverse linguistic contexts.
- Evaluates 15 AI models, including the recent Gemini and Gemma models, offering new insights into their performance.
- Emphasizes the significance of multilingualism in the development and assessment of generative AI, showcasing the breadth and diversity of language understanding.
- A collaboration between Microsoft Research India and Microsoft Africa Research Institute, this work stands out for its global perspective and inclusive approach to AI research.

Links:
Microsoft Research Focus blog: https://shorturl.at/sxELT
Preprint (including new evals on Gemini and Gemma models): https://arxiv.org/abs/2311.07463

Categories : Computer Science . Others

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