380 citations · 487 across the 16 of their papers we have counts for
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cs.LG2022
A General Search-based Framework for Generating Textual Counterfactual Explanations
Daniel Gilo, Shaul Markovitch
One of the prominent methods for explaining the decision of a machine-learning classifier is by a counterfactual example. Most current algorithms for generating such examples in th…
cs.CL2022★ 5 cited
Interpreting Embedding Spaces by Conceptualization
Adi Simhi, Shaul Markovitch
One of the main methods for computational interpretation of a text is mapping it into a vector in some embedding space. Such vectors can then be used for a variety of textual proce…