13 citations · 13 across the 3 of their papers we have counts for
3 papers
Modular Design Patterns for Hybrid Actors
André Meyer-Vitali, Wico Mulder, Maaike H. T. de Boer
Recently, a boxology (graphical language) with design patterns for hybrid AI was proposed, combining symbolic and sub-symbolic learning and reasoning. In this paper, we extend this…
Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases
Michael van Bekkum, Maaike de Boer, Frank van Harmelen +2
The unification of statistical (data-driven) and symbolic (knowledge-driven) methods is widely recognised as one of the key challenges of modern AI. Recent years have seen large nu…
Gender prediction using limited Twitter Data
Maaike Burghoorn, Maaike H. T. de Boer, Stephan Raaijmakers
Transformer models have shown impressive performance on a variety of NLP tasks. Off-the-shelf, pre-trained models can be fine-tuned for specific NLP classification tasks, reducing…