Many organizations find themselves looking for software solutions that simply do not exist on the market today. After endless searching, they finally decide...
Many services you interact with today rely on machine learning (ML). From online search and product recommendations to speech recognition and language translation,...
This blog post summarizes EMNLP 2019 paper Revealing the Dark Secrets of BERT by researchers from the Text Machine Lab at UMass Lowell:  Olga Kovaleva (LinkedIn), Alexey Romanov (LinkedIn), Anna Rogers (Twitter: @annargrs), and Anna Rumshisky (Twitter: @arumshisky). Here are the topics covered: A brief intro to BERT What types of self-attention patterns are learned, and how many of each type? What happens in fine-tuning? How […]
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