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Computer Science > Information Retrieval

arXiv:2211.15148 (cs)
[Submitted on 28 Nov 2022]

Title:Recent Advances in RecBole: Extensions with more Practical Considerations

Authors:Lanling Xu, Zhen Tian, Gaowei Zhang, Lei Wang, Junjie Zhang, Bowen Zheng, Yifan Li, Yupeng Hou, Xingyu Pan, Yushuo Chen, Wayne Xin Zhao, Xu Chen, Ji-Rong Wen
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Abstract:RecBole has recently attracted increasing attention from the research community. As the increase of the number of users, we have received a number of suggestions and update requests. This motivates us to make some significant improvements on our library, so as to meet the user requirements and contribute to the research community. In order to show the recent update in RecBole, we write this technical report to introduce our latest improvements on RecBole. In general, we focus on the flexibility and efficiency of RecBole in the past few months. More specifically, we have four development targets: (1) more flexible data processing, (2) more efficient model training, (3) more reproducible configurations, and (4) more comprehensive user documentation. Readers can download the above updates at: this https URL.
Comments: 5 pages, 3 figures, 3 tables
Subjects: Information Retrieval (cs.IR)
Cite as: arXiv:2211.15148 [cs.IR]
  (or arXiv:2211.15148v1 [cs.IR] for this version)
  https://doi.org/10.48550/arXiv.2211.15148

Submission history

From: Lanling Xu [view email]
[v1] Mon, 28 Nov 2022 09:00:06 UTC (378 KB)
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