Генеративная аугментация данных

method ID: generativedataaugmentation

Related Papers

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractRecent works have shown that generative data augmentation, where synthetic samples generated from deep generative models complement the training dataset, benefit NLP tasks. In this work, we extend this approach …...

29681

Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractStance detection aims to identify whether the author of an opinionated text is in favor of, against, or neutral towards a given target. Remarkable success has been achieved when sufficient …...

30528

Generation-Based Data Augmentation for Offensive Language Detection: Is It Worth It?

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractGeneration-based data augmentation (DA) has been presented in several works as a way to improve offensive language detection. However, the effectiveness of generative DA has been shown only in limited …...

42770