{"_id":"6a6edc9afa2f4a27c2782ae6","id":"PIIR/KGD-dataset","author":"PIIR","sha":"292876d399b38a0a8ae4cfa02adf43f59aa4b5e9","lastModified":"2026-08-05T14:40:10.000Z","private":false,"gated":false,"disabled":false,"tags":["task_categories:other","license:mit","size_categories:10M<n<100M","format:csv","modality:tabular","modality:text","library:datasets","library:dask","library:polars","library:mlcroissant","arxiv:2608.02738","region:us","recommendation-system","sequential-recommendation","amazon-reviews"],"description":"\n\t\n\t\t\n\t\n\t\n\t\tAmazon Reviews 2023 (8 Categories, KGD Preprocessed)\n\t\n\nPaper | Code | Original Source\n\n\t\n\t\t\n\t\n\t\n\t\tOverview\n\t\n\nThis dataset provides the preprocessed data used to train and evaluate KGD (Knowledge–Geometry Decoupling) with ManCAR as the backbone. It is a curated subset of Amazon Reviews 2023 covering 8 product categories, and ships not only the interaction splits but also the auxiliary signals required by KGD:\n\nready-to-train user interaction sequences (train/valid/test);… See the full description on the dataset page: https://huggingface.co/datasets/PIIR/KGD-dataset.","downloads":171,"likes":1,"cardData":{"license":"mit","task_categories":["other"],"tags":["recommendation-system","sequential-recommendation","amazon-reviews"]},"siblings":[{"rfilename":".gitattributes"},{"rfilename":"README.md"},{"rfilename":"graph_emb/Arts_Crafts_and_Sewing/graph_emb.csv"},{"rfilename":"graph_emb/Beauty_and_Personal_Care/graph_emb.csv"},{"rfilename":"graph_emb/CDs_and_Vinyl/graph_emb.csv"},{"rfilename":"graph_emb/Cell_Phones_and_Accessories/graph_emb.csv"},{"rfilename":"graph_emb/Office_Products/graph_emb.csv"},{"rfilename":"graph_emb/README.md"},{"rfilename":"graph_emb/Software/graph_emb.csv"},{"rfilename":"graph_emb/Toys_and_Games/graph_emb.csv"},{"rfilename":"graph_emb/Video_Games/graph_emb.csv"},{"rfilename":"processed_llo_graph/Arts_Crafts_and_Sewing/Arts_Crafts_and_Sewing.item.csv"},{"rfilename":"processed_llo_graph/Arts_Crafts_and_Sewing/Arts_Crafts_and_Sewing.test.csv"},{"rfilename":"processed_llo_graph/Arts_Crafts_and_Sewing/Arts_Crafts_and_Sewing.train.csv"},{"rfilename":"processed_llo_graph/Arts_Crafts_and_Sewing/Arts_Crafts_and_Sewing.valid.csv"},{"rfilename":"processed_llo_graph/Arts_Crafts_and_Sewing/graph/swing.parquet"},{"rfilename":"processed_llo_graph/Beauty_and_Personal_Care/Beauty_and_Personal_Care.item.csv"},{"rfilename":"processed_llo_graph/Beauty_and_Personal_Care/Beauty_and_Personal_Care.test.csv"},{"rfilename":"processed_llo_graph/Beauty_and_Personal_Care/Beauty_and_Personal_Care.train.csv"},{"rfilename":"processed_llo_graph/Beauty_and_Personal_Care/Beauty_and_Personal_Care.valid.csv"},{"rfilename":"processed_llo_graph/Beauty_and_Personal_Care/graph/swing.parquet"},{"rfilename":"processed_llo_graph/CDs_and_Vinyl/CDs_and_Vinyl.item.csv"},{"rfilename":"processed_llo_graph/CDs_and_Vinyl/CDs_and_Vinyl.test.csv"},{"rfilename":"processed_llo_graph/CDs_and_Vinyl/CDs_and_Vinyl.train.csv"},{"rfilename":"processed_llo_graph/CDs_and_Vinyl/CDs_and_Vinyl.valid.csv"},{"rfilename":"processed_llo_graph/CDs_and_Vinyl/graph/swing.parquet"},{"rfilename":"processed_llo_graph/Cell_Phones_and_Accessories/Cell_Phones_and_Accessories.item.csv"},{"rfilename":"processed_llo_graph/Cell_Phones_and_Accessories/Cell_Phones_and_Accessories.test.csv"},{"rfilename":"processed_llo_graph/Cell_Phones_and_Accessories/Cell_Phones_and_Accessories.train.csv"},{"rfilename":"processed_llo_graph/Cell_Phones_and_Accessories/Cell_Phones_and_Accessories.valid.csv"},{"rfilename":"processed_llo_graph/Cell_Phones_and_Accessories/graph/swing.parquet"},{"rfilename":"processed_llo_graph/Office_Products/Office_Products.item.csv"},{"rfilename":"processed_llo_graph/Office_Products/Office_Products.test.csv"},{"rfilename":"processed_llo_graph/Office_Products/Office_Products.train.csv"},{"rfilename":"processed_llo_graph/Office_Products/Office_Products.valid.csv"},{"rfilename":"processed_llo_graph/Office_Products/graph/swing.parquet"},{"rfilename":"processed_llo_graph/Software/Software.item.csv"},{"rfilename":"processed_llo_graph/Software/Software.test.csv"},{"rfilename":"processed_llo_graph/Software/Software.train.csv"},{"rfilename":"processed_llo_graph/Software/Software.valid.csv"},{"rfilename":"processed_llo_graph/Software/graph/swing.parquet"},{"rfilename":"processed_llo_graph/Toys_and_Games/Toys_and_Games.item.csv"},{"rfilename":"processed_llo_graph/Toys_and_Games/Toys_and_Games.test.csv"},{"rfilename":"processed_llo_graph/Toys_and_Games/Toys_and_Games.train.csv"},{"rfilename":"processed_llo_graph/Toys_and_Games/Toys_and_Games.valid.csv"},{"rfilename":"processed_llo_graph/Toys_and_Games/graph/swing.parquet"},{"rfilename":"processed_llo_graph/Video_Games/Video_Games.item.csv"},{"rfilename":"processed_llo_graph/Video_Games/Video_Games.test.csv"},{"rfilename":"processed_llo_graph/Video_Games/Video_Games.train.csv"},{"rfilename":"processed_llo_graph/Video_Games/Video_Games.valid.csv"},{"rfilename":"processed_llo_graph/Video_Games/graph/swing.parquet"},{"rfilename":"text_emb/Arts_Crafts_and_Sewing/text_emb.csv"},{"rfilename":"text_emb/Beauty_and_Personal_Care/text_emb.csv"},{"rfilename":"text_emb/CDs_and_Vinyl/text_emb.csv"},{"rfilename":"text_emb/Cell_Phones_and_Accessories/text_emb.csv"},{"rfilename":"text_emb/Office_Products/text_emb.csv"},{"rfilename":"text_emb/README.md"},{"rfilename":"text_emb/Software/text_emb.csv"},{"rfilename":"text_emb/Toys_and_Games/text_emb.csv"},{"rfilename":"text_emb/Video_Games/text_emb.csv"}],"createdAt":"2026-08-02T05:58:50.000Z","usedStorage":11088548632}