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Will You Find These Shortcuts?

Posted by Katja Filippova, Research Scientist, and Sebastian Ebert, Software Engineer, Google Research, Brain team Modern machine learning models that learn to solve a task by going through many examples can achieve stellar performance when evaluated on a test set, but sometimes they are right for the “wrong” reasons: they make correct predictions but use …

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Build a robust text-based toxicity predictor

With the growth and popularity of online social platforms, people can stay more connected than ever through tools like instant messaging. However, this raises an additional concern about toxic speech, as well as cyber bullying, verbal harassment, or humiliation. Content moderation is crucial for promoting healthy online discussions and creating healthy online environments. To detect …

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Data: the Rx to faster, patient-centric clinical trials

Out of necessity, the life sciences industry has accelerated the innovation and experimentation of drug and device development. The sector, which has traditionally been slow-moving when it comes to clinical trials—for reasons ranging from regulatory, to trial recruitment, to quality control—is now looking towards cloud technology to speed up the process and find new innovative …