Proposes an event-based news embedding method via entity/theme extraction, periodic GloVe models, SIF, and Siamese networks, claiming outperformance on shared event detection using GDELT data.
Comparisons of the city brand influence of global cities: Word-embedding based semantic mining and clustering analysis on the big data of gdelt global news knowledge graph
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A Novel Method for News Article Event-Based Embedding
Proposes an event-based news embedding method via entity/theme extraction, periodic GloVe models, SIF, and Siamese networks, claiming outperformance on shared event detection using GDELT data.