基于知识库和深度学习的生物医学实体关系抽取研究

61772109
2017
F0211.信息检索与社会计算
周惠巍
面上项目
副教授
大连理工大学
63万元
关系抽取;深度学习;表示学习;知识表示;实体识别
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 基于图卷积网络和翻译模型的知识表示学习方法 专利 周惠巍;李雪菲;徐奕斌;姜海斌
2 Knowledge-aware attention network for protein-protein interaction extraction 期刊论文 Huiwei Zhou;Zhuang Liu;Shixian Ning;Chengkun Lang;Yingyu Lin;Lei Du
3 辽宁省自然科学学术成果奖 奖励 周惠巍;刘壮;宁时贤;杨云龙;郎成堃;林英玉;马昆
4 一种基于双重知识选择的生物医学问答方法 专利 周惠巍;雷弼尊;李雪菲;徐奕斌;刘喆
5 Improving neural protein-protein interaction extraction with knowledge selection 期刊论文 Huiwei Zhou;Xuefei Li;Weihong Yao;Zhuang Liu;Shixian Ning;Chengkun Lang;Lei Du
6 基于共享表示的跨领域中文模糊限制语识别 期刊论文 周惠巍;宁时贤;杨云龙;刘壮;林英玉;李思嘉
7 DUT-BIM at MEDIQA 2019: Utilizing Transformer Network and Medical Domain-Specific Contextualized Representations for Question Answering 会议论文 Huiwei Zhou;Bizhun Lei;Zhe Liu;Zhuang Liu
8 Combining Context and Knowledge Representations for Chemical-disease Relation Extraction 期刊论文 Huiwei Zhou;Yunlong Yang;Shixian Ning;Zhuang Liu;Chengkun Lang;Yingyu Lin;Degen Huang
9 Shared Representation Learning with Self-Attention for Cross-domain Chinese Hedge Cue Recognition 会议论文 Huiwei Zhou;Shixian Ning;Zhe Liu;Zhuang Liu;Chengkun Lang
10 Improving the recall of biomedical named entity recognition with label re-correction and knowledge distillation 期刊论文 Huiwei Zhou;Zhe Liu;Chengkun Lang;Xu Yibin;Yingyu Lin;Junjie Hou
11 DUT-NLP at MEDIQA 2019:An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering 会议论文 Huiwei Zhou;Xuefei Li;Weihong Yao;Chengkun Lang;Shixian Ning
12 Protein/Gene Entity Recognition and Normalization with Domain Knowledge and Local Context 会议论文 Weihong Yao;Xuefei Li;Zongze Li;Zhe Liu;Shixian Ning
13 Chinese Hedge Scope Detection Based on Phrase Semantic Representation 会议论文 Huiwei Zhou;Shixian Ning;Yunlong Yang;Zhuang Liu;Junli Xu
14 Leveraging prior knowledge for protein-protein interaction extraction with memory network 期刊论文 Huiwei Zhou;Zhuang Liu;Shixian Ning;Yunlong Yang;Chengkun Lang;Yingyu Lin;Kun Ma
15 Knowledge-enhanced biomedical named entity recognition and normalization: application to proteins and genes 期刊论文 Huiwei Zhou;Shixian Ning;Ze Liu;Chengkun Lang;Zhuang Liu;Bizun Lei
16 Chemical-induced disease relation extraction with dependency information and prior knowledge 期刊论文 Huiwei Zhou;Shixian Ning;Yunlong Yang;Zhuang Liu;Chengkun Lang;Yingyu Lin
17 Knowledge-guided convolutional networks for chemical-disease relation extraction 期刊论文 Huiwei Zhou;Chengkun Lang;Zhuang Liu;Shixian Ning;Yingyu Lin;Lei Du
18 Two-perspective Biomedical Named Entity Recognition with Weakly Labeled Data Correction 会议论文 Huiwei Zhou;Zhe Liu;Chengkun Lang;Yibin Xu;Lei Du
19 一种基于知识表示的生物医学实体链接方法 专利 周惠巍;宁时贤;刘壮;郎成堃;刘喆;雷弼尊
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