A 1D CNN on news text embeddings from 20 countries predicts peace rankings that correlate with the Positive Peace Index for out-of-sample nations.
In Brauch HG, Spring UO, Grin J, and Scheffran J (eds) Handbook on Sustainability Transition and Sustainable Peace (139-148)
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Neural Networks Measure Peace Levels from News Data similar to Peace Indices
A 1D CNN on news text embeddings from 20 countries predicts peace rankings that correlate with the Positive Peace Index for out-of-sample nations.