... propaganda classification using deep learning and a transformer-based approach. ... Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model ...

Sep 16, 2024 · each of the three subtasks, incorporating the data augmentation approach focused on the appeal to fear class through Spanish to English ...

Sep 12, 2024 · For Task 1, the general approach involved fine-tuning Transformer-based models and applying data augmentation techniques. Both English and ...

Various machine learning approaches in this field range from traditional methods to SoTA transform- ers. To date, transformer-based approaches show the ...

... transformer-based approaches for Hindi computational propaganda classification. ... Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model ...

PDF | Propaganda is a rhetorical technique designed to serve a specific topic, which is often used purposefully in news article to achieve our intended.

The methods for manipulative technique recognition are based on assessing ... Modern content-based approaches leverage the power of pre-trained transformer ...

Missing: Approach | Show results with:Approach

Ivanov. Computer Science. SEMEVAL. 2020. TLDR. A pure Transformer-based model ... propaganda span identification and propaganda technique classification. Expand.

Aug 5, 2022 · Data Preprocessing. Preprocessing plays a vital role in text classification problems. Since there are too much unnecessary spaces, links, etc., ...