Archives for biomedical NLP

22 Mar

ImageNet gets a Privacy Overhaul, what about other datasets?

Last week, ImageNet, one of the world’s most influential AI datasets, decided to blur the faces of people in its database in an effort to increase user privacy. In another part of the world, researchers at the University Erlangen-Nurnberg in Germany discovered that the X-ray datasets used by AI classification systems were not as anonymous…

The post ImageNet gets a Privacy Overhaul, what about other datasets? appeared first on Analytics India Magazine.

06 Aug

How Domain-Specific Pre-Training Can Outstrip General Language Models In Biomedical NLP Tasks

image-14591
image-14591

While it has been established that pre-training large natural language models like Google’s BERT or XLNet, can bring immense advantages in NLP tasks, these are usually trained on a general collection of texts like websites, documents, books and news. On the other hand, experts believe that pre-training models on domain-specific knowledge can provide substantial gains…

The post How Domain-Specific Pre-Training Can Outstrip General Language Models In Biomedical NLP Tasks appeared first on Analytics India Magazine.