MigrationNarrate: A Dataset for Detection of Migration Narratives in YouTube Videos
Researchers have created a dataset called MigrationNarrate to help identify migration narratives in YouTube videos. The dataset includes 1,115 video transcripts annotated with two levels of taxonomy, including 12 super-narratives and 53 narrative labels. This is the first dedicated dataset for detecting migration narratives in UK videos, which are increasingly popular but understudied. The researchers used a combination of pre-trained models and large language models to test
Researchers have created a dataset called MigrationNarrate to help identify migration narratives in YouTube videos. The dataset includes 1,115 video transcripts annotated with two levels of taxonomy, including 12 super-narratives and 53 narrative labels. This is the first dedicated dataset for detecting migration narratives in UK videos, which are increasingly popular but understudied. The researchers used a combination of pre-trained models and large language models to test the dataset's effectiveness.
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Why it matters: This matters because it will help AI systems better understand and analyze public discourse on migration, which is an important topic in today's globalized world. By improving narrative detection, AI can provide more accurate insights into social communication patterns.
Source: https://arxiv.org/abs/2608.20984
This article was originally published at: https://arxiv.org/abs/2608.20984