| A Hierarchical Framework for Relation Extraction with Reinforcement Learning | Nov 9, 2018 | Entity Extraction using GANHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach | Nov 9, 2018 | Knowledge Base ConstructionQuestion Answering | —Unverified | 0 |
| Evaluating the Complementarity of Taxonomic Relation Extraction Methods Across Different Languages | Nov 8, 2018 | RelationRelation Extraction | —Unverified | 0 |
| DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction | Nov 6, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Multi-layer Relation Networks | Nov 5, 2018 | RelationRelational Reasoning | —Unverified | 0 |
| Learning to Explicitate Connectives with Seq2Seq Network for Implicit Discourse Relation Classification | Nov 5, 2018 | ClassificationDiscourse Parsing | —Unverified | 0 |
| Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning | Nov 3, 2018 | DenoisingHierarchical Reinforcement Learning | —Unverified | 0 |
| Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction | Nov 2, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Adding the Third Dimension to Spatial Relation Detection in 2D Images | Nov 1, 2018 | Image DescriptionObject | —Unverified | 0 |
| Enhancing Universal Dependencies for Korean | Nov 1, 2018 | POSRelation | —Unverified | 0 |
| Zero-shot Relation Classification as Textual Entailment | Nov 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Case Study on Learning a Unified Encoder of Relations | Nov 1, 2018 | Knowledge Base PopulationRelation | —Unverified | 0 |
| Cross-Lingual Argumentative Relation Identification: from English to Portuguese | Nov 1, 2018 | Argument MiningRelation | CodeCode Available | 0 |
| DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction | Nov 1, 2018 | BIG-bench Machine LearningRelation | —Unverified | 0 |
| Quantum Theory Methods as a Possible Alternative for the Double-Blind Gold Standard of Evidence-Based Medicine: Outlining a New Research Program | Oct 31, 2018 | Decision MakingRelation | —Unverified | 0 |
| 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 |
