作者位次 #3/3NeurIPS 2026Poster· Data-centric AI / Data-centric AI methods and tools
Efficient Benchmarking Is Just Feature Selection and Multiple Regression
Sam Bowyer · Acyr Locatelli · Kris Cao
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Sam Bowyer · Acyr Locatelli · Kris Cao
Diana Abagyan · Alejandro R. Salamanca · Andres Felipe Cruz-Salinas · Kris Cao · Hangyu Lin · Acyr Locatelli · Marzieh Fadaee · Ahmet Üstün · Sara Hooker
Pretraining massively multilingual Large Language Models (LLMs) for many languages at once is challenging due to limited model capacity, scarce high-quality data, and compute constraints. Moreover, the lack of language coverage in the tokenizer makes it harder to address the gap for new languages...