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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
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- 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)