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@@ -70,4 +70,29 @@ configs:
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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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+ - text-retrieval
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+ language:
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+ - fra
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  ---
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+
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+ ## Description
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+ Cleaned version of the `Movies and TV` subset (`metadata` folder) of [XMRec dataset](https://xmrec.github.io/data/fr/).
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+ In particular, we have made the images available as PILs.
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+
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+ Possible use cases are :
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+ - text classification, using the `categories` column as a label
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+ - product recommendation using the `related` column
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+ - hybrid text/image search (cf. [this Jina.ai blog post](https://jina.ai/news/hype-and-hybrids-multimodal-search-means-more-than-keywords-and-vectors-2/))
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+
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+
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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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+ ```