Browsing Data Science Institute (Conference Papers) by Author "d'Aquin, Mathieu"
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Uncovering semantic bias in neural network models using a knowledge graph
Nikolov, Andriy; d'Aquin, Mathieu (ACM, 2020-10-19)While neural networks models have shown impressive performance in many NLP tasks, lack of interpretability is often seen as a disadvantage. Individual relevance scores assigned by post-hoc explanation methods are not ...