132 citations · 348 across the 17 of their papers we have counts for
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cs.AI2022★ 47 cited
Deep Learning Opacity in Scientific Discovery
Eamon Duede
Philosophers have recently focused on critical, epistemological challenges that arise from the opacity of deep neural networks. One might conclude from this literature that doing g…
cs.CL2022★ 11 cited
The Diminishing Returns of Masked Language Models to Science
Zhi Hong, Aswathy Ajith, Gregory Pauloski +3
Transformer-based masked language models such as BERT, trained on general corpora, have shown impressive performance on downstream tasks. It has also been demonstrated that the dow…