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README.md
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data_files:
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- split: train
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path: data/train-*
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---
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data_files:
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- split: train
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path: data/train-*
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task_categories:
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- text-classification
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language:
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- fra
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---
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## Description
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Cleaned version of the `Arts Crafts and Sewing` subset (`reviews` folder) of [XMRec dataset](https://xmrec.github.io/data/fr/).
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Columns meaning:
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- `asin` is a code which can be used as a key to merge the dataset with [XMRec_metadata_fr_Arts_Crafts_and_Sewing](https://huggingface.co/datasets/CATIE-AQ/XMRec_metadata_fr_Arts_Crafts_and_Sewing) containing all the informations about the product to which the customer review refers
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- `summary` is the term used in the original dataset, can be seen as a preview of the review
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- `reviewText` contains the text of the review
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- `overall` is the customer's rating of the product
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This dataset is intended to be used for text classification.
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## Original paper citation
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```
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@inproceedings{bonab2021crossmarket,
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author = {Bonab, Hamed and Aliannejadi, Mohammad and Vardasbi, Ali and Kanoulas, Evangelos and Allan, James},
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booktitle = {Proceedings of the 30th ACM International Conference on Information \& Knowledge Management},
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publisher = {ACM},
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title = {Cross-Market Product Recommendation},
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year = {2021}}
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```
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