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cs.CL2022
Towards explainable evaluation of language models on the semantic similarity of visual concepts
Maria Lymperaiou, George Manoliadis, Orfeas Menis Mastromichalakis +2
Recent breakthroughs in NLP research, such as the advent of Transformer models have indisputably contributed to major advancements in several tasks. However, few works research rob…
cs.AI2022★ 3 cited
Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs
Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras +1
The use of symbolic knowledge representation and reasoning as a way to resolve the lack of transparency of machine learning classifiers is a research area that lately attracts many…