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Vasiliki Kougia

2 accepted papers

2023

Detecting Erroneously Recognized Handwritten Byzantine Text

EMNLP 2023long findings

Handwritten text recognition (HTR) yields textual output that comprises errors, which are considerably more compared to that of recognised printed (OCRed) text. Post-correcting methods can eliminate such errors but may also introduce errors. In this study, we investigate the issues arising from this…

Cited by 0SourceScholar
2022

SepLL: Separating Latent Class Labels from Weak Supervision Noise

EMNLP 2022finding

In the weakly supervised learning paradigm, labeling functions automatically assign heuristic, often noisy, labels to data samples. In this work, we provide a method for learning from weak labels by separating two types of complementary information associated with the labeling functions: information…