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DOGA TEKIN: Hello. My name is Doga Tekin. Im a member of technical staff at Oracle Labs, Zurich. Thank you for joining the session on transforming text documents to graphs. And this was a collaboration between Oracle Labs and Oracle Financial Services. And I will start by introducing what knowledge graphs are. I will give some motivating use cases for why we might want to transform text documents to knowledge graphs. I will go through some related work and state of the art. I will then explain the approach that weve built for doing this transformation from text documents to graphs. And I will quickly describe the data sets we have focused on in the science domain and in the finance domain. Then I will bring you some experimental results that we obtained and show you a visual demonstration of this process. I will summarize with some points. And I will give a teaser on some ongoing and future work we have at Oracle Labs on the same topic. So lets start with an introduction on what kn