Offensive Language Detection Through Text Classification

By Naseem Khayum and Patan Fiza Banu

In this book, we propose a modular text classification pipeline on social media datasets focusing on Twitter. Our proposed approach is to leverage a modular development that allows easy use for combining different text classification components. This work's main contribution is that it presents a new modular text classification pipeline to facilitate benchmarking by conducting a detailed analytical study of the best-performing approaches, features, and embeddings reported by the state-of-the-art.

• Format: Paperback
• Language: English
• ISBN: 6206773620
• ISBN13: 9786206773627
• Release Date: July 2024
• Publisher: Scholars' Press
• Length: 80 Pages
• Weight: 0.28 lbs.
• Dimensions: 0.2" x 6.0" x 9.0"