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Self-Attentive Neural Collaborative Filtering
June 17, 2018 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Yi Tay, Shuai Zhang, Luu Anh Tuan, Siu Cheung Hui
arXiv ID
1806.06446
Category
cs.IR: Information Retrieval
Cross-listed
cs.AI,
cs.LG,
cs.NE
Citations
2
Venue
arXiv.org
Last Checked
4 months ago
Abstract
This paper has been withdrawn as we discovered a bug in our tensorflow implementation that involved accidental mixing of vectors across batches. This lead to different inference results given different batch sizes which is completely strange. The performance scores still remain the same but we concluded that it was not the self-attention that contributed to the performance. We are withdrawing the paper because this renders the main claim of the paper false. Thanks to Guan Xinyu from NUS for discovering this issue in our previously open source code.
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