Browsing MIT Libraries by Author "Yala, Adam"
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Improving information extraction by acquiring external evidence with reinforcement learning
Yala, Adam (Massachusetts Institute of Technology, 2017)Most successful information extraction systems operate with access to a large collection of documents. In this work, we explore the task of acquiring and incorporating external evidence to improve extraction accuracy in ... -
Machine Learning Methods for Image-based Personalized Cancer Screening
Yala, Adam (Massachusetts Institute of Technology, 2022-05)While AI has the potential to transform patient care, the development of equitable clinical AI models and their translation to hospitals remains difficult. From a computational perspective, these tools must deliver consistent ...