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mmr-diversity

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YingWana / Restaurant-Recommender

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Hybrid Learning-to-Rank system processing 2.4M Yelp reviews. Features a custom NLP pipeline (SBERT + VADER), Neural Ranking architecture, and MMR diversity re-ranking to solve the Cold-Start problem.

nlp machine-learning deep-learning sentiment-analysis tensorflow xgboost learning-to-rank recommender-system yelp-dataset capstone-project content-based-filtering spatial-ai sentence-transformers sbert risk-aware-ml mmr-diversity
  • Updated Dec 23, 2025
  • Python

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