Duplicate from yjw1029/MIND
Browse filesCo-authored-by: Jingwei Yi <yjw1029@users.noreply.huggingface.co>
- .gitattributes +59 -0
- MINDlarge_dev.zip +3 -0
- MINDlarge_test.zip +3 -0
- MINDlarge_train.zip +3 -0
- MINDsmall_dev.zip +3 -0
- MINDsmall_train.zip +3 -0
- README.md +38 -0
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MINDlarge_dev.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9ce423cf21b1040e8bafb03ee7283cf5cb170b727e3c49fc054ca0b754e66c8
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size 103456953
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MINDlarge_test.zip
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size 604624665
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MINDlarge_train.zip
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size 530197363
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MINDsmall_dev.zip
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size 30946172
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MINDsmall_train.zip
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README.md
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---
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{}
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---
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# About MIND
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**M**Icrosoft **N**ews **D**ataset (MIND) is a large-scale dataset for news recommendation research. It was collected from anonymized behavior logs of Microsoft News website. The mission of MIND is to serve as a benchmark dataset for news recommendation and facilitate the research in news recommendation and recommender systems area.
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MIND contains about 160k English news articles and more than 15 million impression logs generated by 1 million users. Every news article contains rich textual content including title, abstract, body, category and entities. Each impression log contains the click events, non-clicked events and historical news click behaviors of this user before this impression. To protect user privacy, each user was de-linked from the production system when securely hashed into an anonymized ID. For more detailed information about the MIND dataset, you can refer to the following paper:
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[MIND paper (Wu et al., ACL 2020)](https://aclanthology.org/2020.acl-main.331/)
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If you are interested in using this dataset in your research work, welcome to cite this paper:
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```
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@inproceedings{wu-etal-2020-mind,
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title = "{MIND}: A Large-scale Dataset for News Recommendation",
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author = "Wu, Fangzhao and
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Qiao, Ying and
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Chen, Jiun-Hung and
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Wu, Chuhan and
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Qi, Tao and
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Lian, Jianxun and
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Liu, Danyang and
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Xie, Xing and
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Gao, Jianfeng and
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Wu, Winnie and
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Zhou, Ming",
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booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
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year = "2020",
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pages = "3597--3606",
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}
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```
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# Download
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The MIND dataset is free to download for research purposes under [Microsoft Research License Terms](https://github.com/msnews/MIND/blob/master/MSR%20License_Data.pdf). Before you download the dataset, please read these terms and click below button to confirm that you agree to them.
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