Overcoming language barriers via machine translation with sparse Mixture-of-Experts fusion of large language models

Large language models encode clinical knowledge

Karan Singhal, Shekoofeh Azizi, Tao Tu et al. · Nature · 2023 · 3.2K citations · Full text

Computing, Health Informatics, Computational Linguistics +16

Llama 2: Open Foundation and Fine-Tuned Chat Models

Hugo Touvron, Louis Martin, Kevin H. Stone et al. · arXiv (Cornell University) · 2023 · 2.6K citations · Full text

Computing, Computer Science, Computational Linguistics +16

mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer

Linting Xue, Noah Constant, Adam P. Roberts et al. · 2021 · 1.6K citations · Full text

Computing, Computer Science, Linguistics +15

Multilingual Denoising Pre-training for Neural Machine Translation

Yinhan Liu, Jiatao Gu, Naman Goyal et al. · Transactions of the Association for Computational Linguistics · 2020 · 1K citations · Full text

Computing, Computer Science, Corpus-based Translation Studies +14

Analysing Off-The-Shelf Options for Question Answering with Portuguese FAQs

Susan Zhang, Stephen Roller, Mikel Artetxe et al. · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2022 · 919 citations · Full text

Computing, Computer Science, Computational Linguistics +13