29 citations · 30 across the 4 of their papers we have counts for
4 papers
Understanding Large Language Models
Yannik Keller, Thomas Eisenmann
Large Language Models (LLMs) represent one of the most significant advances in AI and natural language processing in recent years. Still, many pressing questions about their mechan…
From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex?
Yannik Keller, Jannis Blüml, Gopika Sudhakaran +1
The gameplay of strategic board games such as chess, Go and Hex is often characterized by combinatorial, relational structures -- capturing distinct interactions and non-local patt…
BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks
Yannik Keller, Jan Mackensen, Steffen Eger
Adversarial attacks expose important blind spots of deep learning systems. While word- and sentence-level attack scenarios mostly deal with finding semantic paraphrases of the inpu…
AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization
Florian Kadner, Yannik Keller, Constantin A. Rothkopf
Digital text has become one of the primary ways of exchanging knowledge, but text needs to be rendered to a screen to be read. We present AdaptiFont, a human-in-the-loop system tha…