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+---
+name: "Farin Lippmann"
+role: "PhD student"
+ordering: 3
+imgpath: "/assets/placeholder.png"
+teaser: "Generalization capabilities of transformer models"
+layout: "member"
+---
+
+Currently, I am examining the abilities of transformer models to generalize both in-domain (interpolation) and out-of-domain (extrapolation).
+Most previous work has only been interested in extrapolation over the input length.
+My experiments will examine extrapolation by defining the input space in a way that we can measure distances between the inputs.
+In doing so, I will be able to train the model in a certain input domain and then query it with inputs increasingly far away from it.
+Using this distance measure, I can also find out how model performance depends on how densely the input space was sampled during training.
+
+### Further links
+
+- [GitHub](https://github.com/toucanmeister)