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cs.CL2026
Cross-Domain Data Selection and Augmentation for Automatic Compliance Detection
Fariz Ikhwantri, Dusica Marijan
Automating the detection of regulatory compliance remains a challenging task due to the complexity and variability of legal texts. Models trained on one regulation often fail to ge…
cs.CL2025
Explainable Compliance Detection with Multi-Hop Natural Language Inference on Assurance Case Structure
Fariz Ikhwantri, Dusica Marijan
Ensuring complex systems meet regulations typically requires checking the validity of assurance cases through a claim-argument-evidence framework. Some challenges in this process i…