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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)
Is There Something New and Exciting About Active Learning?
I think like lowering the barrier to doing proper evaluation according to best practices I think that's a hugely impactful thing to do. The idea of active learning in a nutshell is let's put a model between you and the data sometimes the model you're training and it will decide which ones to put in front of you. Another interesting thing that I've been working on as well with some folks is dynamic adversarial data collection where you have a model in the loop and a human is trying to fool the model.
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