Application Insights from the AAAI XAI4Sci Explainable Machine Learning for Sciences Workshop 02. April 2024 Science is about discovery and getting closer to understanding the natural world. The scientific method follows a... read more
Research Simplified language for all: How to create a dataset in Simple German 06. December 2023 Using simple language brings clarity to our everyday written language and opens the door to a broader audience,... read more
Basics Let us be clear: Why text simplification matters and what ML can do to help 15. November 2023 Think about the last time you found yourself struggling with the meaning of a complex article or document. Many of us... read more
Basics Towards human-centred Machine Learning 25. October 2023 Human-centred Machine Learning strives for a tight coupling of human and computer intelligence and a synergistic... read more
Application AI for auditing – First steps towards automation 20. October 2021 A typical task for auditors is reviewing business and annual financial statements for completeness and consistency.... read more
Application On the trail of fake news – Providing trustworthy information with Machine Learning 01. September 2021 "In the supermarket, square tomatoes are available from today." "Sweden ends the offer of PCR tests." Are these... read more
Basics How much data does Artificial Intelligence need? 19. May 2021 Methods from the fields of Artificial Intelligence and Machine Learning are generally believed to require a lot of... read more
Basics Deep Learning: How do deep neural networks work? 21. April 2021 Many computer programs now use Machine Learning and Artificial Intelligence and are applied in everyday products and... read more
Research Slow Science: More time for research in Machine Learning 31. March 2021 In the history of humanity, science has always been the driving force behind civilization and innovation. However, it... read more
