翻译-Neural Snowball for Few-Shot Relation Learning
Neural Snowball for Few-Shot Relation Learning Abstract 知识图谱正处于新的关系不断增长的状况，基于大量充足信息预先定义好关系的关系抽取方法不能很好的处理这种状况。在利用少量的样本来处理新的关系的目标下，我们提出了一种新颖的自展方法-Neural Snowball，通过转换现有关系的语义知识来学习新的关系。更详细地说，我们使用了关系连体网络（R
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相关文章
- 1. （翻译）Understanding Convolutional Neural Networks for NLP
- 2. 《Neural Architecture Search with Reinforcement Learning》翻译
- 3. Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
- 4. FEW-SHOT LEARNING WITH GRAPH NEURAL NETWORKS翻译
- 5. Recurrent Neural Networks for Remaining Useful Life Estimation翻译
- 6. 《Constrained Convolutional Neural Networks for Weakly Supervised Segmentation》翻译
- 7. Deep Neural Networks for Object Detection论文翻译
- 8. Memory Augmented Graph Neural Networks for Sequential Recommendation翻译
- 9. Neural Architectures for Named Entity Recognition翻译
- 10. [AAAI2018]SEE:Syntax-aware Entity Embedding for Neural Relation Extraction