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we at Zurich process every day tens of thousands of text documents like claims walks or contracts our ambition is to use the latest machine learning algorithms to do the processing for us however one here ticker that we face is that most of these data are dark beta that means machines cannot read the text so we needed a technology solution that makes all these documents machine readable to solve our problem we approached several commercial providers however to a great frustration the solutions they suggested were no match for our problem luckily then ETH came into play so the challenge here how their words reword documents are different organizations for those documents of different style and they all come in as different format our approach is to tackle this task as a machine learning problem and try to train an automatic system over millions of automatically generated written examples we are taken some very exciting and promising result our scientific journal calls the next s
