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Healthcare

3,746 press releases in English indexed under healthcare.

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Healthcare

TruthfulQA: Measuring how models mimic human falsehoods

Abstract We propose a benchmark to measure whether a language model is truthful in generating answers to questions. The benchmark comprises 817 questions that span 38 categories, including health, law, finance and politics. We crafted questions that some humans would answer falsely due to a false belief or misconception. To perform well, models must avoid generating false answers learned from imitating human texts. W

Sep 8 · 07:00OpenAI
AI · Healthcare

Semi-supervised knowledge transfer for deep learning from private training data

Abstract Some machine learning applications involve training data that is sensitive, such as the medical histories of patients in a clinical trial. A model may inadvertently and implicitly store some of its training data; careful analysis of the model may therefore reveal sensitive information. To address this problem, we demonstrate a generally applicable approach to providing strong privacy guarantees for training

Oct 18 · 07:00OpenAI