Paper Reading Mon, 08 May 2023 Research Paper Read&Explore [Read&Explore] Studying Cultural Differences in Emoji Usage across the East and the West
Paper Reading Sun, 07 May 2023 Research Paper Read&Explore [Read&Explore] Social Media Reveals Urban-Rural Differences in Stree across China
Research Summary Sun, 10 Oct 2021 Research Reinforcement Learning Reinforcement Learning in Knowledge Graph Reasoning
Research Summary Mon, 27 Sep 2021 transfer learning meta learning multi-task learning online learning curriculum Learning Comparison of Different Learning Types in Machine Learning
Paper Reading Wed, 04 Dec 2019 Research Paper Paper总结 - DKRL:Description-Embodied Knowledge Representation Learning
Paper Reading Wed, 04 Dec 2019 Research Paper Paper总结 - LAN: Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding
Paper Reading Sat, 30 Nov 2019 Research Paper Paper总结 - Observed versus latent features for knowledge base and text inference
Paper Reading Wed, 30 Oct 2019 Research Paper Paper总结 - PuTransE: Non-parametric estimation of multiple embeddings for link prediction on dynamic knowledge graphs
Paper Reading Thu, 24 Oct 2019 Research Paper Paper总结 - ConvE: Convolutional 2D knowledge graph embeddings
Paper Reading Thu, 24 Oct 2019 Research Paper Paper总结 - NTN: Reasoning with neural tensor networks for knowledge base completion
Paper Reading Wed, 23 Oct 2019 Research Paper Paper总结 - PTransE: Modeling relation paths for representation learning of knowledge bases
Paper Reading Wed, 23 Oct 2019 Research Paper Paper总结 - SimplE: Simple embedding for link prediction in knowledge graphs
Paper Reading Tue, 22 Oct 2019 Research Paper Paper总结 - KB2E: Learning to represent knowledge graphs with Gaussian embedding
Paper Reading Tue, 22 Oct 2019 Research Paper Paper总结 - TransD: Knowledge graph embedding via dynamic mapping matrix
Paper Reading Mon, 21 Oct 2019 Research Paper Paper总结 - RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Paper Reading Thu, 17 Oct 2019 Research Paper Paper总结 - TransH: Knowledge graph embedding by translating on hyperplanes
Paper Reading Thu, 17 Oct 2019 Research Paper Paper总结 - TransR: Modeling relation paths for representation learning of knowledge bases
Paper Reading Wed, 16 Oct 2019 Research Paper Paper总结 - complEx: Complex embeddings for simple link prediction
Paper Reading Wed, 16 Oct 2019 Research Paper Paper总结 - HOLE: Holographic embeddings of knowledge graphs
Paper Reading Wed, 16 Oct 2019 Research Paper Paper总结 - RESCAL: A three-way model for collective learning on multi-relational data
Paper Reading Tue, 15 Oct 2019 Research Paper Paper总结 - DistMult: Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Paper Reading Tue, 10 Sep 2019 Research Paper dynamics Paper总结 - Relational Representation Learning for Dynamic (Knowledge) Graph: A Survey