2 papers
cs.AI2025
Explainability-Driven Quality Assessment for Rule-Based Systems
Oshani Seneviratne, Brendan Capuzzo, William Van Woensel
This paper introduces an explanation framework designed to enhance the quality of rules in knowledge-based reasoning systems based on dataset-driven insights. The traditional metho…
cs.CL2024
NLP4PBM: A Systematic Review on Process Extraction using Natural Language Processing with Rule-based, Machine and Deep Learning Methods
William Van Woensel, Soroor Motie
This literature review studies the field of automated process extraction, i.e., transforming textual descriptions into structured processes using Natural Language Processing (NLP).…