BEYONDWORDS methodology combines language models, dimensionality reduction, and generative AI to extract nuanced themes from social media data at scale.

• Integrates tweet embeddings from pre-trained language models with matrix factorization
• Uses generative AI to identify and refine latent themes in unstructured text
• Applied specifically to analyze the autistic community's experiences on social media
• Overcomes limitations of traditional thematic analysis methods for large-scale data

Medical Impact: Enables deeper understanding of public health discourse and marginalized communities' experiences, potentially informing better healthcare communication and policy decisions.

BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor