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Nils Reimers: Sentence Transformers, Search, Future of NLP | Learning from Machine Learning #3

Learning from Machine Learning

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NLP - How Will Neural Networks Affect Machine Learning?

In 2012, there was like the ImageNet moment where neural network from Hinton was so much better on ImageNet and recognizing images than any system seen before. That computer vision was extremely excited about neural networks again. And then my professor asked me in 2013, hey, it's neural network something that might be relevant for NLP. The first project was named entity recognition. Given the text, can I identify named entities or company names, company names, person names in this? And yeah, but more generally it was like neural networks, how will they change NLP and how we do machine learning?

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