| DOLORES: Deep Contextualized Knowledge Graph Embeddings | Oct 31, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
| ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning | Oct 31, 2018 | Relation | CodeCode Available | 0 |
| Combining Distant and Direct Supervision for Neural Relation Extraction | Oct 30, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| DSKG: A Deep Sequential Model for Knowledge Graph Completion | Oct 30, 2018 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality | Oct 29, 2018 | Causal InferenceRelation | —Unverified | 0 |
| TallyQA: Answering Complex Counting Questions | Oct 29, 2018 | AttributeObject Counting | CodeCode Available | 0 |
| Topological Connectedness and Behavioral Assumptions on Preferences: A Two-Way Relationship | Oct 25, 2018 | RelationVocal Bursts Valence Prediction | —Unverified | 0 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation | Oct 24, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Modeling relation paths for knowledge base completion via joint adversarial training | Oct 14, 2018 | Knowledge Base CompletionRelation | CodeCode Available | 0 |
