Mar 26, 2021 · In this paper, we present and evaluate a text generation method suitable to increase the performance of classifiers for long and short texts.
Apr 12, 2022 · In this paper, we present and evaluate a text generation method suitable to increase the performance of classifiers for long and short texts.
Apr 12, 2022 · In this paper, we present and evaluate a text generation method suitable to increase the performance of classifiers for long and short texts.
A text generation method suitable to increase the performance of classifiers for long and short texts and implications and patterns for the successful ...
In this paper, we present and evaluate a text generation method suitable to increase the performance of classifiers for long and short texts. We achieved ...
Apr 14, 2021 · Bibliographic details on Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text ...
In this survey, we frame DA methods into three categories based on the diversity of augmented data, including paraphrasing, noising, and sampling.
In this story, we explore different authors how they leverage augmentation to tickle NLP tasks via generating more text data to boost up the models.
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In this work, we perform a comprehensive study of NLP DA techniques, comparing their relative performance under different settings.
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Feb 22, 2024 · Data augmentation (DA) consists in generating artificial data points with the hope of improving the training of a model. More specifically, ...