Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort

Large amounts of annotated data have become more important than ever, especially since the rise of deep learning techniques. However, manual annotations are costly. We propose a tool that enables researchers to create large, high-quality, annotated datasets with only a few manual annotations, thus s...

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Vydané v:	2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL) s. 287 - 288
Hlavní autori:	Weeber, Franziska, Hamborg, Felix, Donnay, Karsten, Gipp, Bela
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.09.2021
Predmet:	active learning Analytical models Annotations Costs data annotation Data models Deep learning Longformer Manuals text classification Training
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