Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
The Evolution of Transformer Models in NLP
This chapter explores the transformative impact of transformer models on natural language processing, detailing the shift from LSTMs to architectures like BERT. It highlights the emergence of 'Bertology' and the ongoing challenges of interpreting these complex models while addressing ethical considerations in AI deployment. Additionally, it introduces innovative approaches to enhance language understanding through semi-parametric models and the importance of data measurement in AI development.
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