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Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Controlled Randomness Improves the Performance of Transformer Models
Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models
Contradiction Detection in Financial Reports
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
Automatic scoring of Rhizoctonia crown and root rot affected sugar beet fields from orthorectified UAV images using Machine Learning
How Does Knowledge Injection Help in Informed Machine Learning?
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)
Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models
A New Aligned Simple German Corpus
An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning