25 citations · 179 across the 54 of their papers we have counts for
Showing 2022 · cs.CLShow all
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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★ 8 cited
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets
Fabian Karl, Ansgar Scherp
Short text classification is a crucial and challenging aspect of Natural Language Processing. For this reason, there are numerous highly specialized short text classifiers. However…
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…