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Adaptive Testing of NLP models

Marco Tulio Ribeiro will present Adaptive Testing (AdaTest), a new process and tool that leverages the complementary strengths of humans and language models (GPT-3 in our case) in order to find bugs in NLP models.

AdaTest does not require any expertise from the user, and makes writing tests an easy and fun process, thus removing the biggest barriers in the prior state-of-the-art (CheckList): human effort and creativity.

Visual NLP – Combining Computer Vision and Text Mining for Intelligent Document Processing

Many businesses depend on paper documents or documents stored as images, such as receipts, manifests, invoices, medical reports, contracts, waivers, leases, forms,...