Environmental Impact of Large-Scale NLP Model Training with Emma Strubell - TWIML Talk #286
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Balancing Innovation and Cost in NLP Models
This chapter discusses the trade-offs between computational costs and performance gains in recent NLP models like Elmo, BERT, and GPT-2. The speakers advocate for a more strategic approach to model development and emphasize the challenges faced by smaller entities in accessing necessary computational resources.
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