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Paper · arXiv

MigrationNarrate: A Dataset for Detection of Migration Narratives in YouTube Videos

Narratives are central to how social communication is framed, making their detection critical for understanding and analysing public discourse. Prior work has explored narrative detection and extraction across diverse domains; however, migration narratives remain significantly understudied, primarily due to the absence of dedicated annotated datasets. Furthermore, public communication has recently shifted towards video-centric platforms, where narratives are conveyed through multimodal signals and consumed at scale. Despite this shift, narratives in videos remain largely unexplored. To bridge these gaps, we introduce MigrationNarrate, the first multimodal dataset for detection of migratio...

AuthorsFatima Haouari, Carolina Scarton, Kalina Bontcheva
Primary categorycs.CV
Published21 August 2026
Last updated at source21 August 2026
cs.CVcs.CLcs.CY
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