Sebastian Ruder

Research Scientist @DeepMind

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Transfer Learning - Machine Learning's Next Frontier
This post gives an overview of transfer learning, motivates why it warrants our application, and discusses practical applications and methods.
transfer-learning tutorial article
Cross-lingual Transfer Learning - Sebastian Ruder
An overview of approaches that transfer knowledge across languages and enable us to scale NLP models to more of the world's 7,000 languages.
transfer-learning cross-lingual natural-language-processing tutorial
The State of Transfer Learning in NLP
This post expands on the NAACL 2019 tutorial on Transfer Learning in NLP. It highlights key insights and takeaways and provides updates based on recent ...
transfer-learning natural-language-processing pretraining tutorial

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