大规模知识图谱的分布式表示学习、知识获取与推理应用

61572273
2015
F0211.信息检索与社会计算
刘知远
面上项目
副教授
清华大学
67万元
知识图谱;知识获取;表示学习
2016-01-01到2019-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
重置
序号 标题 类型 作者
1 一种用于生成标题的神经网络建模方法及装置 专利 孙茂松;阿雅娜;刘知远
2 Few-Shot Charge Prediction with Discriminative Legal Attributes 会议论文 Zikun Hu;Xiang Li;Cunchao Tu;Zhiyuan Liu;Maosong Sun
3 Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention 会议论文 Xu Han;Pengfei Yu;Zhiyuan Liu;Maosong Sun;Peng Li
4 PRISM: Profession Identification in Social Media 期刊论文 Cunchao Tu;Zhiyuan Liu;Huanbo Luan;Maosong Sun
5 Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence 会议论文 Ruobing Xie;Zhiyuan Liu;Fen Lin;Leyu Lin
6 Denoising Distantly Supervised Open-Domain Question Answering 会议论文 Yankai Lin;Haozhe Ji;Zhiyuan Liu;Maosong Sun
7 TransNet: Translation-Based Network Representation Learning for Social Relation Extraction 会议论文 Cunchao Tu;Zhengyan Zhang;Zhiyuan Liu;Maosong Sun
8 FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation 会议论文 Xu Han;Hao Zhu;Pengfei Yu;Ziyun Wang;Yuan Yao;Zhiyuan Liu;Maosong Sun
9 Language Modeling with Sparse Product of Sememe Experts 会议论文 Yihong Gu;Jun Yan;Hao Zhu;Zhiyuan Liu;Ruobing Xie;Maosong Sun;Fen Lin;Leyu Lin
10 网络表示学习综述 期刊论文 涂存超;杨成;刘知远;孙茂松
11 Image-embodied Knowledge Representation Learning 会议论文 Ruobing Xie;Zhiyuan Liu;Huanbo Luan;Maosong Sun
12 Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data 会议论文 Ruidong Wu;Yuan Yao;Xu Han;Ruobing Xie;Zhiyuan Liu;Fen Lin;Leyu Lin;Maosong Sun
13 一种结合序列文本信息的知识图谱表示学习方法及装置 专利 刘知远;孙茂松;吴佳炜;谢若冰;林衍凯
14 Put It Back: Entity Typing with Language Model Enhancement 会议论文 Ji Xin;Hao Zhu;Xu Han;Zhiyuan Liu;Maosong Sun
15 一种词向量学习模型的训练方法及服务器 专利 谢若冰;牛艺霖;刘知远;孙茂松
16 Neural Knowledge Acquisition via Mutual Attention between Knowledge Graph and Text 会议论文 Xu Han;Zhiyuan Liu;Maosong Sun
17 Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification 会议论文 Gao Tianyu;Han Xu;Liu Zhiyuan;Sun Maosong
18 清华大学优秀博士学位论文 奖励 涂存超
19 北京市优秀毕业生 奖励 涂存超
20 Relation Classification via Multi-Level Attention CNNs 会议论文 Linlin Wang;Zhu Cao;De Melo Gerard;Zhiyuan Liu
21 CANE: Context-Aware Network Embedding for Relation Modeling 会议论文 Cunchao Tu;Han Liu;Zhiyuan Liu;Maosong Sun
22 Incorporating Relation Paths in Neural Relation Extraction 会议论文 Wenyuan Zeng;Yankai Lin;Zhiyuan Liu;Maosong Sun
23 一种词汇义原的自动预测方法及装置 专利 孙茂松;谢若冰;袁星驰;刘知远
24 一种知识图谱中实体类型分类方法及系统 专利 刘知远;辛极;朱昊;韩旭;孙茂松
25 中国科协2016-2018年度青年人才托举工程 奖励 刘知远
26 结合实体层次类别的知识图谱表示学习方法 专利 孙茂松;谢若冰;刘知远
27 Knowledge Representation Learning with Entities, Attributes and Relations 会议论文 Yankai Lin;Zhiyuan Liu;Maosong Sun
28 DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction 会议论文 Shun Zheng;Xu Han;Yankai Lin;Peilin Yu;Lu Chen;Ling Huang;Zhiyuan Liu;Wei Xu
29 ERNIE: Enhanced Language Representation with Informative Entities 会议论文 Zhengyan Zhang;Xu Han;Zhiyuan Liu;Xin Jiang;Maosong Sun;Qun Liu
30 DocRED: A Large-Scale Document-Level Relation Extraction Dataset 会议论文 Yuan Yao;Deming Ye;Peng Li;Xu Han;Yankai Lin;Zhenghao Liu;Zhiyuan Liu;Lixin Huang;Jie Zhou;Maosong Sun
31 知识表示学习研究进展 期刊论文 刘知远;孙茂松;林衍凯;谢若冰
32 一种基于多种语言的实体关系抽取方法及服务器 专利 孙茂松;林衍凯;刘知远
33 Modeling Semantic Compositionality with Sememe Knowledge 会议论文 Fanchao Qi;Junjie Huang;Chenghao Yang;Zhiyuan Liu;Xiao Chen;Qun Liu;Maosong Sun
34 Recent Advances on Neural Headline Generation 期刊论文 Ayana;Shiqi Shen;Yankai Lin;Cunchao Tu;Yu Zhao;Zhiyuan Liu;Maosong Sun
35 Representation Learning of Knowledge Graphs with Hierarchical Types 会议论文 Ruobing Xie;Zhiyuan Liu;Maosong Sun
36 Neural Relation Extraction with Multi-lingual Attention 会议论文 Yankai Lin;Zhiyuan Liu;Maosong Sun
37 钱伟长中文信息处理科学技术奖-汉王青年创新奖一等奖 奖励 刘知远
38 Quantifying Similarity between Relations with Fact Distribution 会议论文 Weize Chen;Hao Zhu;Xu Han;Zhiyuan Liu;Maosong Sun
39 HMEAE: Hierarchical Modular Event Argument Extraction 会议论文 Xiaozhi Wang;Ziqi Wang;Xu Han;Zhiyuan Liu;Juanzi Li;Peng Li;Maosong Sun;Jie Zhou;Xiang Ren
40 Incorporating Chinese Characters of Words for Lexical Sememe Prediction 会议论文 Huimin Jin;Hao ZHu;Zhiyuan Liu;Ruobing Xie;Maosong Sun;Fen Lin;Leyu Lin
41 Legal Judgment Prediction via Topological Learning 会议论文 Haoxi Zhong;Guo Zhipeng;Cunchao Tu;Chaojun Xiao;Zhiyuan Liu;Maosong Sun
42 MIT TR35 China(中国 35 岁以下科技创新青年 35 人) 奖励 刘知远
43 Adversarial Training for Weakly Supervised Event Detection 会议论文 Xiaozhi Wang;Xu Han;Zhiyuan Liu;Maosong Sun;Peng Li.
44 Event Detection with Trigger-Aware Lattice Neural Network 会议论文 Ning Ding;Ziran Li;Zhiyuan Liu;Haitao Zheng;Zibo Lin
45 OpenKE: An Open Toolkit for Knowledge Embedding 会议论文 Xu Han;Shulin Cao;Xin Lv;Yankai Lin;Zhiyuan Liu;Maosong Sun;Juanzi Li
46 一种用于知识图谱中知识获取模型的构建方法及系统 专利 刘知远;韩旭;孙茂松
47 Neural Relation Extraction with Selective Attention over Instances 会议论文 Yankai Lin;Shiqi Shen;Zhiyuan Liu;Huanbo Luan;Maosong Sun
48 Improved Word Representation Learning with Sememes. 会议论文 Yilin Niu;Ruobing Xie;Zhiyuan Liu;Maosong Sun
49 一种结合实体图像的知识表示学习方法及服务器 专利 孙茂松;谢若冰;刘知远;栾焕博
50 Representation Learning of Knowledge Graphs with Entity Descriptions 会议论文 Ruobing Xie;Zhiyuan Liu;Jia Jia;Huanbo Luan;Maosong Sun
51 Fact Discovery from Knowledge Base via Facet Decomposition 会议论文 Zihao Fu;Yankai Lin;Zhiyuan Liu;Wai Lam.
52 A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories 期刊论文 Cheng Yang;Maosong Sun;Wayne Xin Zhao;Zhiyuan Liu;Edward Y. Chang
53 Iterative Entity Alignment via Joint Knowledge Embeddings 会议论文 Hao Zhu;Ruobing Xie;Zhiyuan Liu;Maosong SUN
54 GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification 会议论文 Jie Zhou;Xu Han;Cheng Yang;Zhiyuan Liu;Lifeng Wang;Changcheng Li;Maosong Sun
55 OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction 会议论文 Xu Han;Tianyu Gao;Yuan Yao;Deming Ye;Zhiyuan Liu;Maosong Sun
56 Improving Neural Fine-Grained Entity Typing with Knowledge Attention 会议论文 Ji Xin;Yankai Lin;Zhiyuan Liu;Maosong Sun
57 FewRel 2.0: Towards More Challenging Few-Shot Relation Classification 会议论文 Tianyu Gao;Xu Han;Hao Zhu;Zhiyuan Liu;Peng Li;Maosong Sun;Jie Zhou
58 清华大学优秀博士毕业生 奖励 涂存超
查看更多信息请先登录或注册

相关项目

趋势报告

经验分享