Research Summary 周日, 10 10月 2021 Research Reinforcement Learning Reinforcement Learning in Knowledge Graph Reasoning
Research Summary 周一, 27 9月 2021 transfer learning meta learning multi-task learning online learning curriculum Learning Comparison of Different Learning Types in Machine Learning
Paper Reading 周三, 04 12月 2019 Research Paper Paper总结 - DKRL:Description-Embodied Knowledge Representation Learning
Paper Reading 周三, 04 12月 2019 Research Paper Paper总结 - LAN: Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding
Paper Reading 周六, 30 11月 2019 Research Paper Paper总结 - Observed versus latent features for knowledge base and text inference
Paper Reading 周三, 30 10月 2019 Research Paper Paper总结 - PuTransE: Non-parametric estimation of multiple embeddings for link prediction on dynamic knowledge graphs
Paper Reading 周四, 24 10月 2019 Research Paper Paper总结 - ConvE: Convolutional 2D knowledge graph embeddings
Paper Reading 周四, 24 10月 2019 Research Paper Paper总结 - NTN: Reasoning with neural tensor networks for knowledge base completion
Paper Reading 周三, 23 10月 2019 Research Paper Paper总结 - PTransE: Modeling relation paths for representation learning of knowledge bases
Paper Reading 周三, 23 10月 2019 Research Paper Paper总结 - SimplE: Simple embedding for link prediction in knowledge graphs
Paper Reading 周二, 22 10月 2019 Research Paper Paper总结 - KB2E: Learning to represent knowledge graphs with Gaussian embedding
Paper Reading 周二, 22 10月 2019 Research Paper Paper总结 - TransD: Knowledge graph embedding via dynamic mapping matrix
Paper Reading 周一, 21 10月 2019 Research Paper Paper总结 - RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Paper Reading 周四, 17 10月 2019 Research Paper Paper总结 - TransH: Knowledge graph embedding by translating on hyperplanes
Paper Reading 周四, 17 10月 2019 Research Paper Paper总结 - TransR: Modeling relation paths for representation learning of knowledge bases
Paper Reading 周三, 16 10月 2019 Research Paper Paper总结 - complEx: Complex embeddings for simple link prediction
Paper Reading 周三, 16 10月 2019 Research Paper Paper总结 - HOLE: Holographic embeddings of knowledge graphs
Paper Reading 周三, 16 10月 2019 Research Paper Paper总结 - RESCAL: A three-way model for collective learning on multi-relational data
Paper Reading 周二, 15 10月 2019 Research Paper Paper总结 - DistMult: Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Paper Reading 周二, 10 9月 2019 Research Paper dynamics Paper总结 - Relational Representation Learning for Dynamic (Knowledge) Graph: A Survey