Providing personalized recommendations that are also accompanied by explanations as to why an item is recommended is a research area of growing importance. At the same time, progress is limited by the availability of open evaluation resources. In this work, we address the task of scientific literature recommendation. We present arXivDigest, which is an online service providing personalized arXiv recommendations to end users and operates as a living lab for researchers wishing to work on explainable scientific literature recommendations.

中文翻译：

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ArXivDigest：个性化科学文献推荐的生活实验室

提供个性化推荐并附有关于推荐商品的原因的解释是一个越来越重要的研究领域。同时，进展受到开放评价资源的限制。在这项工作中，我们解决了科学文献推荐的任务。我们推出了 arXivDigest，这是一项在线服务，为最终用户提供个性化的 arXiv 推荐，并作为希望研究可解释科学文献推荐的研究人员的活实验室。