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.
The single monthly trained GloVe model was not able to represent the 9.11 entity
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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.