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arxiv: 1808.04127 · v1 · pith:6IEDT3ZAnew · submitted 2018-08-13 · 💻 cs.CL · cs.LG

Learning Explanations from Language Data

classification 💻 cs.CL cs.LG
keywords domainlanguageclassificationsdatadeepdemonstrateexplainsexplanations
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PatternAttribution is a recent method, introduced in the vision domain, that explains classifications of deep neural networks. We demonstrate that it also generates meaningful interpretations in the language domain.

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