News Recommendation System

Delivered personalized news recommendations in a low-resource language environment.

Language constraints limited recommendation quality

Limited NLP tooling made personalization difficult in low-resource languages.
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We adapted transformer-based recommenders

A modern recommender architecture was applied and tuned for language constraints.
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Transformer-based news recommendation model

An NRMS architecture with self-attention was implemented to model user preferences and article representations.
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~30% gains in coverage and serendipity

Recommendation diversity improved while maintaining stable ranking performance.

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