most citedFrom Explainable to Interpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality?

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cs.CL2024★ 59 cited

From Explainable to Interpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality?

Guangming Huang, Yingya Li, Shoaib Jameel +2

Deep learning (DL) has substantially enhanced natural language processing (NLP) in healthcare research. However, the increasing complexity of DL-based NLP necessitates transparent…