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cs.CL2026
Quantifying Media Representation Dynamics Across 25 Years of News Reporting on Policing-related Deaths
Farhan Samir, Jappun Dhillon, Meghna Ravikumar +2
We perform the largest known computational analysis of Canadian news narratives about police-involved deaths, spanning 4,000 articles from the last quarter-century. We develop a no…
cs.CL2026
When English Rewrites Local Knowledge: Global Narrative Dominance in Large Language Models
Md Arid Hasan, Ruwad Naswan, Farhan Samir +2
Large language models (LLMs) are widely used as cross-lingual knowledge interfaces. However, culturally grounded questions often reflect globally dominant narratives rather than lo…