title: War of Words: Harnessing the Potential of Large Language Models and Retrieval Augmented Generation to Classify, Counter and Diffuse Hate Speech
abstract: This paper explores the emergence of divergent narratives in the wake of the Russian-Ukraine war, which began on February 24, 2022, and the innovative application of AI language models, specifically RetrievalAugmented Generation (RAG) and instruction-based large language models (LLMs), in countering hateful speech on social media. We design a pipeline to automatically discover and then respond to hateful content trending on social media platforms. Monitoring via traditional topic/narrative model
journal: Proceedings of the ... International Florida Artificial Intelligence Research Society Conference