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cs.CL2023
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors
Giorgos Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis +2
In the wake of responsible AI, interpretability methods, which attempt to provide an explanation for the predictions of neural models have seen rapid progress. In this work, we are…
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…