10 citations · 13 across the 9 of their papers we have counts for
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cs.CL2022★ 2 cited
Memorization of Named Entities in Fine-tuned BERT Models
Andor Diera, Nicolas Lell, Aygul Garifullina +1
Privacy preserving deep learning is an emerging field in machine learning that aims to mitigate the privacy risks in the use of deep neural networks. One such risk is training data…
cs.CL2022★ 10 cited
Are We Really Making Much Progress in Text Classification? A Comparative Review
Lukas Galke, Ansgar Scherp, Andor Diera +5
We survey the literature on single-label, multi-label, and hierarchical text classification and provide a quantitative comparison of methods categorized into bag-of-words, sequence…