Nils Reimers: Sentence Transformers, Search, Future of NLP | Learning from Machine Learning #3
Learning from Machine Learning
Machine Learning - What's an Important Question Unanswered?
It's all people trying to express themselves, you know, using using natural language. I think that's what makes it hard to get this one encoder that's going to work for everything. So often we need like a lot of texts like millions of examples mentioning that Joe Biden is the new US president and now the Democrats are back in the White House or there's a new first lady. It's not data efficient. And I think going forward, that's extremely interesting. Research topic, how can we make models update as efficiently as humans can acquire new knowledge?
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