Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
Bengali
Size:
10K - 100K
Tags:
clickbait-detection
License:
Commit History
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Update README.md
Verified signatureIntentionally luring readers to click on a particular content by exploiting their curiosity defines a title as clickbait. Although several studies focused on detecting clickbait titles in English articles, low-resource language like Bangla has not been given adequate attention. To tackle clickbait titles in Bangla, we have constructed the first Bangla clickbait detection dataset containing 15,406 labeled news articles and 65,405 unlabelled news articles extracted from clickbait-y news sites. Each article has been labeled by three expert linguists and includes an article's title, body, and other metadata. By incorporating labeled and unlabelled data, we finetune a pre-trained Bangla transformer model in an adversarial fashion using Semi-Supervised Generative Adversarial Networks (SS-GANs). The proposed model acts as a good baseline for this dataset, outperforming traditional neural network models (LSTM, GRU, CNN) and linguistic feature-based models. We expect that this dataset and the d…ff22fb3 -
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