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cs.CL2026
Framing by Wording, Framing by Selection: A Large-Scale Two-Dimensional Audit of French News Headlines, 2022-2025
Amr Sobhy
News headlines frame public issues both by what they select and by how they word it, yet computational framing work typically collapses these operations into a single score. We int…
cs.CL2026
FrenchNews-7: Benchmarking Cross-Publisher French News Editorial Desk Classification
Amr Sobhy
We present FrenchNews-7, a cross-publisher France-based French-language news editorial desk classification benchmark combining a large multi-outlet corpus, a URL-derived seven-clas…
cs.CL2026
Conflict or Strategy? Asymmetric Role Framing of La France insoumise and Rassemblement National in French News Headlines, 2022-2025
Amr Sobhy
Do French news headlines frame left- and right-populist challengers as symmetric ``extremes,'' or as fundamentally different political adversaries? We examine 28,592 headlines abou…