融合语义控制实体识别和结构化要素识别的生物医学事件抽取

61672126
2016
F0211.信息检索与社会计算
李丽双
面上项目
教授
大连理工大学
63万元
词表示;联合模型;命名实体识别;神经网络;事件抽取
2017-01-01到2020-12-31
  • 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 利用词表示和深层神经网络抽取蛋白质关系 期刊论文 李丽双;蒋振超;万佳;黄德根
2 A Two-Stage Biomedical Event Trigger Detection Method Integrating Feature Selection and Word Embeddings 期刊论文 He Xinyu;Li Lishuang;Liu Yang;Yu Xiaoming;Meng Jun
3 基于复制机制的生物医学事件联合抽取方法 专利 李丽双;叶沛言;王子维;周安桥
4 基于位置向量降噪和丰富语义的电子病历实体关系抽取方法 专利 李丽双;袁光辉
5 基于双向LSTM和两阶段方法的触发词识别 期刊论文 何馨宇;李丽双
6 Biomedical event trigger detection based on BiLSTM integrating attention mechanism and sentence vector 会议论文 He Xinyu;Li Lishuang;Wan Jia;Song Dingxin;Meng Jun;Wang Zhanjie
7 Recognizing Biomedical Named Entities Based on the Sentence Vector/Twin Word Embeddings Conditioned Bidirectional LSTM 会议论文 Li Lishuang;Jin Liuke;Jiang Yuxin;Huang Degen
8 一种基于新标记模式的生物医学事件联合抽取方法 专利 李丽双;马玉柯;刘阳;钱爽
9 Biomedical domain-oriented word embeddings via small background texts for biomedical text mining tasks 会议论文 Li Lishuang;Wan Jia;Huang Degen
10 Extracting chemical-protein interactions from biomedical literature via granular attention based recurrent neural networks 期刊论文 Lu Hongbin;Li Lishuang;He Xinyu;Liu Yang;Zhou Anqiao
11 An Active Transfer Learning Framework for Protein-Protein Interaction Extraction 期刊论文 Li Lishuang;He Xinyu;Zheng Jieqiong;Huang Degen;Ren Fuji
12 Multiple fragment-level interactive networks for answer selection 期刊论文 Li Lishuang;Zhou Anqiao;Zhang Beibei;Xiao Fengsen
13 Hierarchical Distillation Network for Biomedical Event Extraction 会议论文 Li Lishuang;Huang Mengzuo;Zhang Beibei
14 Biomedical event extraction via attention-based bidirectional gated recurrent unit networks utilizing distributed representation 会议论文 Li Lishuang;Wan Jia;Zheng Jieqiong;Wang Jian
15 Hierarchical attention based position-aware network for aspect-level sentiment analysis 会议论文 Li Lishuang;Liu Yang;Zhou Anqiao
16 Drug-drug interaction extraction from biomedical literature using support vector machine and long short term memory networks 期刊论文 Huang Degen;Jiang Zhenchao;Zou Li;Li Lishuang
17 Biomedical event extraction based on GRU integrating attention mechanism 期刊论文 Li Lishuang;Wan Jia;Zheng Jieqiong;Wang Jian
18 基于CNN-BLSTM-CRF模型的生物医学命名实体识别 期刊论文 李丽双;郭元凯
19 Integrating Language Model and Reading Control Gate in BLSTM-CRF for Biomedical Named Entity Recognition 期刊论文 Li Lishuang;Jiang Yuxin
20 一种基于多种注意力和改进预训练的药物间关系抽取方法 专利 李丽双;朱燏
21 Dynamic extended tree conditioned LSTM-based biomedical event extraction 期刊论文 Li Lishuang;Zheng Jieqiong;Wan Jia
22 Word representation on small background texts 会议论文 Li Lishuang;Jiang Zhenchao;Liu Yang;Huang Degen
23 Extracting drug-drug interactions from texts with BioBERT and multiple entity-aware attentions 期刊论文 Zhu Yu;Li Lishuang;Lu Hongbin;Zhou Anqiao;Qin Xueyang
24 Extracting Biomedical Events with Parallel Multi-Pooling Convolutional Neural Networks 期刊论文 Li Lishuang;Liu Yang;Qin Meiyue
25 Exploiting dependency information to improve biomedical event detection via gated polar attention mechanism 期刊论文 Li Lishuang;Zhang Beibei
26 Exploiting argument information to improve biomedical event trigger identification via recurrent neural networks and supervised attention mechanisms 会议论文 Li Lishuang;Liu Yang
27 融入结构化要素识别的生物医学事件抽取方法 专利 李丽双;钱爽;刘阳
28 Contextual label sensitive gated network for biomedical event trigger extraction 期刊论文 Li Lishuang;Huang Mengzuo;Liu Yang;Qian Shuang;He Xinyu
29 基于动态注意力GRU的特定目标情感分类 期刊论文 李丽双;周安桥;刘阳;钱爽;耿浩彭
30 Biomedical event trigger detection based on hybrid methods integrating word embeddings 会议论文 Li Lishuang;Qin Meiyue;Huang Degen
31 Associative attention networks for temporal relation extraction from electronic health records 期刊论文 Zhao Shiyi;Li Lishuang;Lu Hongbin;Zhou Anqiao;Qian Shuang
32 Biomedical Event Extraction via Long Short Term Memory Networks along Dynamic Extended Tree 会议论文 Li Lishuang;Zheng Jieqiong;Wan Jia;Huang Degen;Lin Xiaohui
33 Biomedical named entity recognition based on the two channels and sentence-level reading control conditioned LSTM-CRF 会议论文 Li Lishuang;Jiang Yuxin
34 Multi-Level Attention Based BLSTM Neural Network for Biomedical Event Extraction 期刊论文 He Xinyu;Li Lishuang;Song Xingchen;Huang Degen;Ren Fuji
35 基于文献的癌症相关生物医学事件数据库构建方法 专利 李丽双;连瑞源;黄梦佐;王泽昊;袁光辉
36 基于词语关系的词向量模型 期刊论文 蒋振超;李丽双;黄德根
37 融合依存信息Attention机制的药物关系抽取研究 期刊论文 李丽双;钱爽;周安桥;刘阳;郭元凯
38 An end-to-end entity and relation extraction network with multi-head attention 会议论文 Li Lishuang;Guo Yuankai;Qian Shuang;Zhou Anqiao
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