arXiv (Cornell University)
Hate Content Detection via Novel Pre-Processing Sequencing and Ensemble Methods
September 2024 • Anusha Chhabra, Dinesh Kumar Vishwakarma
Social media, particularly Twitter, has seen a significant increase in incidents like trolling and hate speech. Thus, identifying hate speech is the need of the hour. This paper introduces a computational framework to curb the hate content on the web. Specifically, this study presents an exhaustive study of pre-processing approaches by studying the impact of changing the sequence of text pre-processing operations for the identification of hate content. The best-performing pre-processing sequence, when implemented …