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"Deep One-Class Fine-Tuning for Imbalanced Short Text Classification in" by Saugata Bose, Guoxin Su et al.

The abundance of user-generated online content has presented significant challenges in handling big data. One challenge involves analyzing short posts on social media, ranging from sentiment identification to abusive content detection. Despite recent advancements in pre-trained language models and transfer learning for textual data analysis, the classification performance is hindered by imbalanced data, where anomalous data represents only a small portion of the dataset. To address this, we prop...
Deep One Class Fine Tuning Fine Tuning Hate Speech Ne Class Svm Oc Re Trained Language Model Plm Short Text
Source: uow.edu.au

"LexiFuse+: A Unified One-Class Solution for Imbalanced Short-Text Clas" by Saugata Bose and Guoxin Su

Introducing LexiFuse+: a semi-supervised model merging lexicon features, BERT transfer learning, and one-class classifiers to detect anomalous content in short texts. It tackles challenges of informal text and imbalanced datasets, excelling in hate speech detection. By leveraging one-class classifiers in a fully deep fine-tuned network trained with unlabeled data, LexiFuse+ surpasses base models.
Attention Mechanism Fine Tuning Exicon Based Weighted Feature Extraction Lwfe Ne Class Classifier Re Trained Language Model Plm Short Text
Source: uow.edu.au

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Microsoft's Seeing AI App's New Feature Can Read Out Details of Haleon Products

Mircosoft partners with Haleon towards another step towards inclusivity. Haleon and Microsoft recently launched an enhanced artificial intelligence product that promotes advanced inclusivity and improves accessibility, just in time for World Sight Day.
United States United Kingdom World Sight Microsoft News Overlooked Way Artificial Intelligence Improving Our Lives

Eric Woerth et Laurent Saint-Martin « toilettent » la fabrique du budget sans la révolutionner

20 Juillet 2021 Ă  06h00 Selon le Conseil d’Etat, le texte « ne bouleverse pas le cadre de gouvernance de nos finances publiques », mais apporte « des Ă©volutions non nĂ©gligeables » Eric Woerth, prĂ©sident de la commission des finances, et Laurent Saint-Martin, rapporteur du budget Ă  l’AssemblĂ©e nationale. © Sipa Press L’AssemblĂ©e a votĂ© lundi soir en premiĂšre lecture une proposition de loi organique du prĂ©sident (LR) de la commission des finances, Eric Woerth, et du rapporte...
Didier Migaud Alain Lambert Laurent Saint Martin Eric Woerth Committee On Committee Eric Woerth

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