8 citations · 14 across the 5 of their papers we have counts for
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cs.CL2019★ 8 cited
Incorporating Priors with Feature Attribution on Text Classification
Frederick Liu, Besim Avci
Feature attribution methods, proposed recently, help users interpret the predictions of complex models. Our approach integrates feature attributions into the objective function to…
cs.CL2017
Learning Character-level Compositionality with Visual Features
Frederick Liu, Han Lu, Chieh Lo +1
Previous work has modeled the compositionality of words by creating character-level models of meaning, reducing problems of sparsity for rare words. However, in many writing system…