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cs.LG2023
More efficient manual review of automatically transcribed tabular data
Bjørn-Richard Pedersen, Rigmor Katrine Johansen, Einar Holsbø +2
Machine learning methods have proven useful in transcribing historical data. However, results from even highly accurate methods require manual verification and correction. Such man…
cs.LG2021★ 9 cited
Lessons learned developing and using a machine learning model to automatically transcribe 2.3 million handwritten occupation codes
Bjørn-Richard Pedersen, Einar Holsbø, Trygve Andersen +4
Machine learning approaches achieve high accuracy for text recognition and are therefore increasingly used for the transcription of handwritten historical sources. However, using m…