2022 · 114 citations · 32 references
ComputingComputer ScienceComputational LinguisticsMachine LearningNatural Language ProcessingGenerative ModelingLanguage ModelingLanguage ModelsMachine TranslationMultilingual Natural Language ProcessingMultilingual ProcessingFew-shot Language ModelingFew-shot Learning
Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O’Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. 2022.
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fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Myle Ott, Sergey Edunov, Alexei Baevski et al. · 2019 · 2.5K citations · Full text
On the Opportunities and Risks of Foundation Models
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli et al. · arXiv (Cornell University) · 2021 · 2.2K citations · Full text