no code implementations • 12 Feb 2024 • Ahmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, Wei-Yin Ko, Daniel D'souza, Gbemileke Onilude, Neel Bhandari, Shivalika Singh, Hui-Lee Ooi, Amr Kayid, Freddie Vargus, Phil Blunsom, Shayne Longpre, Niklas Muennighoff, Marzieh Fadaee, Julia Kreutzer, Sara Hooker
Recent breakthroughs in large language models (LLMs) have centered around a handful of data-rich languages.
no code implementations • 8 Jan 2024 • Sankalp Gilda, Neel Bhandari, Wendy Mak, Andrea Panizza
In this paper, we present results on improving out-of-domain weather prediction and uncertainty estimation as part of the \texttt{Shifts Challenge on Robustness and Uncertainty under Real-World Distributional Shift} challenge.
1 code implementation • 24 Jul 2023 • Neel Bhandari, Pin-Yu Chen
Language Models today provide a high accuracy across a large number of downstream tasks.