https://github.com/DyGRec/ASReP

Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.
https://github.com/DyGRec/ASReP

augmented-sequences item-prediction recommender-system sequential-recommendation transformer

Last synced: 3 months ago
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Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.

• Host: GitHub
• URL: https://github.com/DyGRec/ASReP
• Owner: DyGRec
• Created: 2021-04-15T17:10:26.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-11-05T23:29:52.000Z (about 3 years ago)
• Last Synced: 2024-06-24T05:53:54.828Z (5 months ago)
• Topics: augmented-sequences, item-prediction, recommender-system, sequential-recommendation, transformer
• Language: Python
• Homepage:
• Size: 28.4 MB
• Stars: 49
• Watchers: 2
• Forks: 11
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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• StarryDivineSky - DyGRec/ASReP - start）问题。为了解决该问题，我们提出需要对冷启动对应的短序列（short sequence）进行增广（Augmentation），从而能够补全信息而避免冷启动的问题。 (其他_推荐系统 / 网络服务_其他)