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cs.CL2026★ 1 cited
Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool
Thomas Kimmeth, Avijit Roy, Vivek Sharma
Propagandistic content increasingly circulates through online news and social media, where readers often encounter it with limited scrutiny, highlighting the need for reliable and…
cs.CL2026
Structural Silence: When AI Infrastructure Fails Speakers of Underrepresented Languages
Avijit Roy, Proma Roy
Artificial intelligence tools for education and language support are increasingly framed as scalable responses to access gaps in under-resourced communities. Yet the infrastructure…
cs.CL2026
Measuring the Tokenization Premium: A Cost Audit for Underserved Language Communities
Avijit Roy, Proma Roy, Hrishitva Patel
Large language models are increasingly deployed as general-purpose educational and technical assistance systems, but their underlying infrastructure does not treat languages equall…