13 citations · 13 across the 3 of their papers we have counts for
4 papers
Fine-tuning and aligning question answering models for complex information extraction tasks
Matthias Engelbach, Dennis Klau, Felix Scheerer +2
The emergence of Large Language Models (LLMs) has boosted performance and possibilities in various NLP tasks. While the usage of generative AI models like ChatGPT opens up new oppo…
Combining Deep Learning and Reasoning for Address Detection in Unstructured Text Documents
Matthias Engelbach, Dennis Klau, Jens Drawehn +1
Extracting information from unstructured text documents is a demanding task, since these documents can have a broad variety of different layouts and a non-trivial reading order, li…
VitrAI -- Applying Explainable AI in the Real World
Marc Hanussek, Falko Kötter, Maximilien Kintz +1
With recent progress in the field of Explainable Artificial Intelligence (XAI) and increasing use in practice, the need for an evaluation of different XAI methods and their explana…
Conversational Agents for Insurance Companies: From Theory to Practice
Falko Koetter, Matthias Blohm, Jens Drawehn +4
Advances in artificial intelligence have renewed interest in conversational agents. Additionally to software developers, today all kinds of employees show interest in new technolog…