A Residual-Attention Offline Handwritten Chinese Text Recognition Based on Fully Convolutional Neural Networks
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3115606
Abstract: Offline handwritten Chinese text recognition is one of the most challenging tasks in that it involves various writing styles, complex character-touching, and large number of character categories. In this paper, we propose a residual-attention offline… read more here.
Keywords: text recognition; chinese text; residual attention; offline handwritten ... See more keywords
WordRevert: Adversarial Examples Defence Method for Chinese Text Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3157521
Abstract: Adversarial examples can evade the detection of text classification models based on Deep Neural Networks (DNNs), thus posing a potential security threat to the system. To address this problem, we propose an adversarial example defense… read more here.
Keywords: method; detection; classification; adversarial examples ... See more keywords
Chinese text dual attention network for aspect-level sentiment classification
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DOI: 10.1371/journal.pone.0295331
Abstract: English text has a clear and compact subject structure, which makes it easy to find dependency relationships between words. However, Chinese text often conveys information using situational settings, which results in loose sentence structures, and… read more here.
Keywords: chinese text; level; level sentiment; sentiment ... See more keywords