14 citations · 18 across the 7 of their papers we have counts for
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cs.CL2022★ 1 cited
On the Impact of Temporal Concept Drift on Model Explanations
Zhixue Zhao, George Chrysostomou, Kalina Bontcheva +1
Explanation faithfulness of model predictions in natural language processing is typically evaluated on held-out data from the same temporal distribution as the training data (i.e.…
cs.CL2022★ 2 cited
An Empirical Study on Explanations in Out-of-Domain Settings
George Chrysostomou, Nikolaos Aletras
Recent work in Natural Language Processing has focused on developing approaches that extract faithful explanations, either via identifying the most important tokens in the input (i…