NLP with Neural Networks

CS 6957, Fall 2023

T5 (and encoder-decoder models)

Raffel, Colin, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. “Exploring the limits of transfer learning with a unified text-to-text transformer.” The Journal of Machine Learning Research 21, no. 1 (2020): 5485-5551.
Lewis, Mike, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. “BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.” In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 7871-7880. 2020.