【翻译】DoesWilliam Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence...
威廉·莎士比亚真的写过《哈姆雷特》吗?基于置信度的知识表示学习 摘要 知识图谱能够提供重要的关系信息，在各种任务中得到了广泛的应用。然而，在KGs中可能存在大量的噪声和冲突，特别是在人工监督较少的自动构造的KGs中。为了解决这一问题，我们提出了一个新的置信度感知（confidence-aware）知识表示学习框架(CKRL)，该框架在识别KGs中可能存在的噪声的同时进行有置信度的知识表示学习。具体
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相关文章
- 1. 【EMNLP2019】Event Representation Learning Enhanced with External Commonsense Knowledge
- 2. 【译】Deep Learning with Knowledge Graphs
- 3. 论文翻译：Unsupervised Representation Learning with Long-Term Dynamics for Skeleton Based Action Recognit
- 4. iCaRL Incremental Classifier and Representation Learning 翻译
- 5. 【论文笔记】Representation Learning of Knowledge Graphs with Entity Descriptions
- 6. 读书笔记3：Representation Learning on Graphs with Jumping Knowledge Networks
- 7. 论文笔记：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