Converting text pairs into abstract RGB images lets an image classifier perform inventor name disambiguation, achieving F1 of 99.09% on the IS and E&S benchmark datasets.
Seeing the non- stars: (Some) sources of bias in past disambiguation approaches and a new public tool leveraging labeled records,
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Representing text as abstract images enables image classifiers to also simultaneously classify text
Converting text pairs into abstract RGB images lets an image classifier perform inventor name disambiguation, achieving F1 of 99.09% on the IS and E&S benchmark datasets.