Tripadvisor Restaurant Reviews

Dataset of restaurant reviews from TripAdvisor that includes images and texts uploaded in reviews by users. Reviews in six different cities are included: Gijón (Spain), Barcelona (Spain), Madrid (Spain), New York City (USA), Paris (France) and London (United Kingdom). In the original publication, the following task is proposed: Can we explain, using the existing image or text from a different user, why a given restaurant was recommended to a certain user?

Homepage

Benchmarks

Add a new result Link an existing benchmark

Task	Dataset Variant	Best Model
Image-based Recommendation Explainability	Tripadvisor Restaurant Reviews (Gijón)	BRIE
Image-based Recommendation Explainability	Tripadvisor Restaurant Reviews (Barcelona)	BRIE
Image-based Recommendation Explainability	Tripadvisor Restaurant Reviews (Madrid)	BRIE
Image-based Recommendation Explainability	Tripadvisor Restaurant Reviews (New York)	BRIE
Image-based Recommendation Explainability	Tripadvisor Restaurant Reviews (Paris)	BRIE
Image-based Recommendation Explainability	Tripadvisor Restaurant Reviews (London)	BRIE