【翻譯】DoesWilliam Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence...
威廉·莎士比亞真的寫過《哈姆雷特》嗎?基於置信度的知識表示學習 摘要 知識圖譜能夠提供重要的關係信息，在各種任務中得到了廣泛的應用。然而，在KGs中可能存在大量的噪聲和衝突，特別是在人工監督較少的自動構造的KGs中。爲了解決這一問題，我們提出了一個新的置信度感知（confidence-aware）知識表示學習框架(CKRL)，該框架在識別KGs中可能存在的噪聲的同時進行有置信度的知識表示學習。具體
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相關文章
- 1. 【EMNLP2019】Event Representation Learning Enhanced with External Commonsense Knowledge
- 2. 【譯】Deep Learning with Knowledge Graphs
- 3. 論文翻譯：Unsupervised Representation Learning with Long-Term Dynamics for Skeleton Based Action Recognit
- 4. iCaRL Incremental Classifier and Representation Learning 翻譯
- 5. 【論文筆記】Representation Learning of Knowledge Graphs with Entity Descriptions
- 6. 讀書筆記3：Representation Learning on Graphs with Jumping Knowledge Networks
- 7. 論文筆記：Representation Learning of Knowledge Graphs with Entity Descriptions
- 8. FixMatch Simplifying Semi-Supervised Learning with Consistency and Confidence
- 9. Predictive learning vs. representation learning
- 10. Representation Learning with Contrastive Predictive Coding