【论文IJCAI】Attention as Relation:Learning Supervised Multi-head Self-Attention for Relation Extration

时间 2021-01-21

标签论文自然语言处理深度学习 python pytorch 栏目 Python 繁體版

原文原文链接

论文链接：https://www.ijcai.org/Proceedings/2020/0524.pdf 论文源码：https://github.com/NKU-IIPLab/SMHSA 这是IJCAI2020的联合实体关系抽取论文，也是主要针对实体重叠的三元组识别问题。这篇文章把任务分成3个部分分别处理各自问题进行抽取得到较好结果。 Abstract 联合实体和关系提取是许多自然语言处理

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1. Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction 论文笔记
2. 论文阅读笔记 | (IJCAI 2018 Oral) Collaborative Learning for Weakly Supervised Object Detection
3. 论文浅尝 | Learning with Noise: Supervised Relation Extraction
4. 【论文读后感】《Self-Attention Enhanced CNNs and Collaborative Curriculum Learning for Distantly Supervised》
5. 【论文笔记】Pairwise Relation Learning for Semi-supervised Gland Segmentation
6. 【论文笔记】SelfORE: Self-supervised Relational Feature Learning for Open Relation
7. 论文浅尝 | Global Relation Embedding for Relation Extraction
8. NRE论文总结：Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
9. ACL 2020 Contextualised Graph Attention for Improved Relation Extraction 论文阅读
10. 论文阅读笔记《Self-attention relation network for few-shot learning》
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1. Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction 论文笔记
2. 论文阅读笔记 | (IJCAI 2018 Oral) Collaborative Learning for Weakly Supervised Object Detection
3. 论文浅尝 | Learning with Noise: Supervised Relation Extraction
4. 【论文读后感】《Self-Attention Enhanced CNNs and Collaborative Curriculum Learning for Distantly Supervised》
5. 【论文笔记】Pairwise Relation Learning for Semi-supervised Gland Segmentation
6. 【论文笔记】SelfORE: Self-supervised Relational Feature Learning for Open Relation
7. 论文浅尝 | Global Relation Embedding for Relation Extraction
8. NRE论文总结：Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
9. ACL 2020 Contextualised Graph Attention for Improved Relation Extraction 论文阅读
10. 论文阅读笔记《Self-attention relation network for few-shot learning》

>>更多相关文章<<