| Extracting Entities and Relations with Joint Minimum Risk Training | Oct 1, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding | Oct 1, 2018 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 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 |
| Large-scale Exploration of Neural Relation Classification Architectures | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Using active learning to expand training data for implicit discourse relation recognition | Oct 1, 2018 | Active LearningRelation | CodeCode Available | 0 |
| Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention | Oct 1, 2018 | Knowledge GraphsRelation | 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 |
| 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 |
