2023 · 25 citations · 25 references
ComputingComputer ScienceArtificial IntelligenceComputational LinguisticsNatural Language ProcessingLanguage ModelingLanguage ModelsLarge-scale Natural Language ProcessingTransformer Models
Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontanon, Siddhartha Brahma, Yury Zemlyanskiy, David Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. 2023.
25
Longformer: The Long-Document Transformer
arXiv (Cornell University) · 2020 · 2.2K citations · Full text
Scaling Laws for Neural Language Models
Jared Kaplan, Sam McCandlish, Tom Henighan et al. · arXiv (Cornell University) · 2020 · 1.5K citations · Full text