Home Research Papers Datasets State of the Art Pricing

Discover, visualize, and connect AI research papers. Explore the latest trends and insights in artificial intelligence research.

Product

Home
Research Papers
About

Support

Contact
Terms of Service
Privacy Policy

Traditional and Context-specific Spam Twitter Dataset | Papersgraph

Datasets/

Texts

Traditional and Context-specific Spam Twitter

Introduced in Traditional and context-specific spam detection in low resource settings2022

About this Dataset

This data set is being released to support the spam and context-specific spam detection tasks on Twitter data.

There are three sets of tweets, parenting-related, #MeToo-related (a social movement focused on tackling issues related to sexual harassment and sexual assault of women), and gun-violence-related tweets. Each set contains 5,000 tweets. These tweets are original tweets in English. There are no retweets, quoted tweets or non-English tweets.

Source: Traditional and context-specific spam detection in low resource settings

Dataset Variants

Traditional and Context-specific Spam Twitter

Papers1

Traditional and context-specific spam detection in low resource settings

The impact of this imbalance on spam training data sets is investigated and it is shown that simple Bag-of-Words models are best with extreme imbalance, but a neural model that fine-tunes using language models from other domains significantly improves the F1 score, but not to the levels of domain-specific neural models.

Tasks

EDIT

Spam detection Context-specific Spam Detection Traditional Spam Detection

Similar Datasets