59 citations · 60 across the 3 of their papers we have counts for
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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…
cs.CL2024★ 1 cited
Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process
Guangming Huang, Yunfei Long, Cunjin Luo +2
Pre-trained language models (PLMs) leverage chains-of-thought (CoT) to simulate human reasoning and inference processes, achieving proficient performance in multi-hop QA. However,…