| 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 |
| DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction | Nov 1, 2018 | BIG-bench Machine LearningRelation | —Unverified | 0 |
| A Case Study on Learning a Unified Encoder of Relations | Nov 1, 2018 | Knowledge Base PopulationRelation | —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 |
| 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 |
| 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 |
| TallyQA: Answering Complex Counting Questions | Oct 29, 2018 | AttributeObject Counting | CodeCode Available | 0 |
| Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality | Oct 29, 2018 | Causal InferenceRelation | —Unverified | 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 |
| Detection of persistent signals and its relation to coherent feedforward loops | Oct 11, 2018 | Relation | CodeCode Available | 0 |
| Neural Relation Extraction Within and Across Sentence Boundaries | Oct 11, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention | Oct 1, 2018 | Knowledge GraphsRelation | CodeCode Available | 0 |
| N-ary Relation Extraction using Graph-State LSTM | Oct 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Revisiting neural relation classification in clinical notes with external information | Oct 1, 2018 | ClassificationFeature Engineering | CodeCode Available | 0 |
| On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling | Oct 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings | Oct 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Using active learning to expand training data for implicit discourse relation recognition | Oct 1, 2018 | Active LearningRelation | CodeCode Available | 0 |
| Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction | Oct 1, 2018 | Feature EngineeringRelation | —Unverified | 0 |
| Extracting Entities and Relations with Joint Minimum Risk Training | Oct 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
