织梦网站怎样做防护,昆明网站建设公司_,手工艺品网站模板,网站点击量 哪里查询本文转载自公众号#xff1a;PaperWeekly。本期论文清单来自清华大学博士生韩旭和北师大本科生曹书林#xff0c;涵盖了近年知识表示学习方向的重要论文。[ 综述类 ]■ 论文 | Representation Learning: A Review and New Perspectives■ 链接 | https://www.paperweekly.sit… 本文转载自公众号PaperWeekly。本期论文清单来自清华大学博士生韩旭和北师大本科生曹书林涵盖了近年知识表示学习方向的重要论文。[ 综述类 ]■ 论文 | Representation Learning: A Review and New Perspectives■ 链接 | https://www.paperweekly.site/papers/1628■ 源码 | 无■ 论文 | Knowledge Representation Learning: A Review■ 链接 | https://www.paperweekly.site/papers/1629■ 源码 | 无■ 论文 | A Review of Relational Machine Learning for Knowledge Graphs■ 链接 | https://www.paperweekly.site/papers/1630■ 源码 | 无■ 论文 | Knowledge Graph Embedding: A Survey of Approaches and Applications■ 链接 | https://www.paperweekly.site/papers/1425■ 源码 | 无[ 期刊 顶会 ]■ 论文 | A Three-Way Model for Collective Learning on Multi-Relational Data■ 链接 | https://www.paperweekly.site/papers/1632■ 源码 | https://github.com/thunlp/OpenKE■ 论文 | Learning Structured Embeddings of Knowledge Bases■ 链接 | https://www.paperweekly.site/papers/1633■ 源码 | 无■ 论文 | A Latent Factor Model for Highly Multi-relational Data■ 链接 | https://www.paperweekly.site/papers/1634■ 源码 | 无■ 论文 | Reasoning With Neural Tensor Networks for Knowledge Base Completion■ 链接 | https://www.paperweekly.site/papers/1635■ 源码 | 无■ 论文 | Translating Embeddings for Modeling Multi-relational Data■ 链接 | https://www.paperweekly.site/papers/1636■ 源码 | https://github.com/thunlp/OpenKE■ 论文 | Knowledge Graph Embedding by Translating on Hyperplanes■ 链接 | https://www.paperweekly.site/papers/1637■ 源码 | https://github.com/thunlp/OpenKE■ 论文 | Learning Entity and Relation Embeddings for Knowledge Graph Completion■ 链接 | https://www.paperweekly.site/papers/1638■ 源码 | https://github.com/thunlp/KB2E扩展阅读 Knowledge Representation and Acquisition | 实录·PhD Talk■ 论文 | Knowledge Graph Embedding via Dynamic Mapping Matrix■ 链接 | https://www.paperweekly.site/papers/1639■ 源码 | https://github.com/thunlp/KB2E■ 论文 | TransA: An Adaptive Approach for Knowledge Graph Embedding■ 链接 | https://www.paperweekly.site/papers/1640■ 源码 | 无扩展阅读 综述 | 知识图谱向量化表示■ 论文 | Learning to Represent Knowledge Graphs with Gaussian Embedding■ 链接 | https://www.paperweekly.site/papers/1641■ 源码 | 无■ 论文 | Embedding Entities and Relations for Learning and Inference in Knowledge Bases■ 链接 | https://www.paperweekly.site/papers/1642■ 源码 | https://github.com/thunlp/OpenKE■ 论文 | Modeling Relation Paths for Representation Learning of Knowledge Bases■ 链接 | https://www.paperweekly.site/papers/1111■ 源码 | https://github.com/thunlp/KB2E扩展阅读 Knowledge Representation and Acquisition | 实录·PhD Talk■ 论文 | Composing Relationships with Translations■ 链接 | https://www.paperweekly.site/papers/1643■ 源码 | 无■ 论文 | From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction■ 链接 | https://www.paperweekly.site/papers/1644■ 源码 | 无■ 论文 | TransG : A Generative Model for Knowledge Graph Embedding■ 链接 | https://www.paperweekly.site/papers/1645■ 源码 | https://github.com/BookmanHan/Embedding扩展阅读 一周论文 | 基于翻译模型(Trans系列)的知识表示学习■ 论文 | Complex Embeddings for Simple Link Prediction■ 链接 | https://www.paperweekly.site/papers/1646■ 源码 | https://github.com/ttrouill/complex■ 论文 | Holographic Embeddings of Knowledge Graphs■ 链接 | https://www.paperweekly.site/papers/556■ 源码 | https://github.com/mnick/holographic-embeddings■ 论文 | Knowledge Representation Learning with Entities, Attributes and Relations■ 链接 | https://www.paperweekly.site/papers/1647■ 源码 | https://github.com/thunlp/KR-EAR扩展阅读 Knowledge Representation and Acquisition | 实录·PhD Talk■ 论文 | Knowledge Graph Completion with Adaptive Sparse Transfer Matrix■ 链接 | https://www.paperweekly.site/papers/1648■ 源码 | https://github.com/thunlp/KB2E扩展阅读 综述 | 知识图谱向量化表示■ 论文 | Representation Learning of Knowledge Graphs with Hierarchical Types■ 链接 | https://www.paperweekly.site/papers/1649■ 源码 | https://github.com/thunlp/TKRL扩展阅读 多源信息表示学习在知识图谱中的应用 | 实录·Guru Talk ■ 论文 | STransE: A Novel Embedding Model of Entities and Relationships in Knowledge Bases■ 链接 | https://www.paperweekly.site/papers/1650■ 源码 | https://github.com/datquocnguyen/STransE■ 论文 | GAKE: Graph Aware Knowledge Embedding■ 链接 | https://www.paperweekly.site/papers/1651■ 源码 | https://github.com/JuneFeng/GAKE■ 论文 | Representation Learning of Knowledge Graphs with Entity Descriptions■ 链接 | https://www.paperweekly.site/papers/1652■ 源码 | https://github.com/thunlp/DKRL■ 论文 | Learning First-Order Logic Embeddings via Matrix Factorization■ 链接 | https://www.paperweekly.site/papers/1653■ 源码 | 无■ 论文 | Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions■ 链接 | https://www.paperweekly.site/papers/1654■ 源码 | http://www.ibookman.net/conference.html■ 论文 | ProjE: Embedding Projection for Knowledge Graph Completion■ 链接 | https://www.paperweekly.site/papers/1655■ 源码 | https://github.com/bxshi/ProjE■ 论文 | Analogical Inference for Multi-Relational Embeddings■ 链接 | https://www.paperweekly.site/papers/1656■ 源码 | https://github.com/mana-ysh/knowledge-graph-embeddings■ 论文 | Image-embodied Knowledge Representation Learning■ 链接 | https://www.paperweekly.site/papers/449■ 源码 | https://github.com/xrb92/IKRL扩展阅读 多源信息表示学习在知识图谱中的应用 | 实录·Guru Talk■ 论文 | Iterative Entity Alignment via Joint Knowledge Embeddings■ 链接 | https://www.paperweekly.site/papers/1657■ 源码 | https://github.com/thunlp/IEAJKE关于PaperWeeklyPaperWeekly 是一个推荐、解读、讨论、报道人工智能前沿论文成果的学术平台。OpenKG.CN中文开放知识图谱简称OpenKG.CN旨在促进中文知识图谱数据的开放与互联促进知识图谱和语义技术的普及和广泛应用。点击阅读原文进入 OpenKG 博客。
