Explainability of machine learning approaches in forensic linguistics: a case study in geolinguistic authorship profiling

Dana Roemling, Yves Scherrer, Aleksandra Miletic

Forensic authorship profiling uses linguistic markers to infer characteristics about an author of a text. This task is paralleled in dialect classification, where a prediction is m…