| Pretrain-KGEs: Learning Knowledge Representation from Pretrained Models for Knowledge Graph Embeddings | Dec 1, 2019 | Knowledge Graph CompletionKnowledge Graph Embeddings | —Unverified | 0 |
| Interpreting Context of Images using Scene Graphs | Dec 1, 2019 | Image CaptioningImage Retrieval | —Unverified | 0 |
| The Parameterized Complexity of Cascading Portfolio Scheduling | Dec 1, 2019 | RelationScheduling | —Unverified | 0 |
| Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering | Dec 1, 2019 | Causal DiscoveryClustering | CodeCode Available | 0 |
| Relation Graph Network for 3D Object Detection in Point Clouds | Nov 30, 2019 | 3D Object DetectionObject | —Unverified | 0 |
| Inducing Relational Knowledge from BERT | Nov 28, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Neural Relation Extraction with Positive and Unlabeled Learning | Nov 28, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Understand Dynamic Regret with Switching Cost for Online Decision Making | Nov 28, 2019 | Decision MakingRelation | —Unverified | 0 |
| RETRO: Relation Retrofitting For In-Database Machine Learning on Textual Data | Nov 28, 2019 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction | Nov 27, 2019 | Entity EmbeddingsRelation | —Unverified | 0 |
| BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network | Nov 26, 2019 | Network EmbeddingNode Classification | —Unverified | 0 |
| Few-Shot Knowledge Graph Completion | Nov 26, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Integrating Relation Constraints with Neural Relation Extractors | Nov 26, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Towards Better Understanding of Disentangled Representations via Mutual Information | Nov 25, 2019 | DisentanglementInductive Bias | —Unverified | 0 |
| Are Noisy Sentences Useless for Distant Supervised Relation Extraction? | Nov 22, 2019 | ClusteringDeep Clustering | —Unverified | 0 |
| Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction | Nov 22, 2019 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Relation Network for Person Re-identification | Nov 21, 2019 | Person Re-IdentificationRelation | CodeCode Available | 0 |
| Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition | Nov 18, 2019 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Improving Relation Classification by Entity Pair Graph | Nov 17, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Improving Distant Supervised Relation Extraction by Dynamic Neural Network | Nov 15, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Unsupervised Attributed Multiplex Network Embedding | Nov 15, 2019 | Network EmbeddingRelation | CodeCode Available | 0 |
| Sequential Recommendation with Relation-Aware Kernelized Self-Attention | Nov 15, 2019 | RelationSequential Recommendation | —Unverified | 0 |
| Attention on Abstract Visual Reasoning | Nov 14, 2019 | Program inductionRelation | —Unverified | 0 |
| An empirical study of the relation between network architecture and complexity | Nov 11, 2019 | image-classificationImage Classification | —Unverified | 0 |
