| Investigating the Challenges of Temporal Relation Extraction from Clinical Text | Oct 1, 2018 | Named Entity Recognition (NER)Question Answering | —Unverified | 0 |
| Large-scale Exploration of Neural Relation Classification Architectures | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis | Oct 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Model Transfer with Explicit Knowledge of the Relation between Class Definitions | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Knowledge Graph Embedding with Hierarchical Relation Structure | Oct 1, 2018 | Graph EmbeddingInformation Retrieval | —Unverified | 0 |
| Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction | Oct 1, 2018 | Feature EngineeringMachine Translation | —Unverified | 0 |
| Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding | Oct 1, 2018 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction | Oct 1, 2018 | Domain AdaptationRelation | —Unverified | 0 |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | Sep 26, 2018 | NegationRelation | CodeCode Available | 0 |
| AWE: Asymmetric Word Embedding for Textual Entailment | Sep 11, 2018 | Natural Language InferenceParaphrase Identification | —Unverified | 0 |
| Learning Sequence Encoders for Temporal Knowledge Graph Completion | Sep 10, 2018 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring? | Sep 9, 2018 | RelationSentence | —Unverified | 0 |
| Metamorphic Relation Based Adversarial Attacks on Differentiable Neural Computer | Sep 7, 2018 | Question AnsweringRelation | —Unverified | 0 |
| On2Vec: Embedding-based Relation Prediction for Ontology Population | Sep 7, 2018 | Graph EmbeddingKnowledge Graphs | —Unverified | 0 |
| Crowdsourcing Semantic Label Propagation in Relation Classification | Sep 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction | Sep 3, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification | Aug 30, 2018 | 16kDiscourse Parsing | —Unverified | 0 |
| Victory Probability in the Fire Emblem Arena | Aug 29, 2018 | Relation | —Unverified | 0 |
| N-ary Relation Extraction using Graph State LSTM | Aug 28, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| Scientific Relation Extraction with Selectively Incorporated Concept Embeddings | Aug 26, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion | Aug 25, 2018 | Knowledge Base CompletionRelation | —Unverified | 0 |
| Adversarial training for multi-context joint entity and relation extraction | Aug 21, 2018 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 0 |
| Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning | Aug 21, 2018 | Knowledge Base CompletionRelation | —Unverified | 0 |
| Hypernetwork Knowledge Graph Embeddings | Aug 21, 2018 | Knowledge Graph EmbeddingsKnowledge Graphs | CodeCode Available | 0 |
| SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors | Aug 18, 2018 | RelationText Categorization | CodeCode Available | 0 |
