| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Jun 1, 2019 | Reading ComprehensionRelation | —Unverified | 0 |
| Learning Relational Representations by Analogy using Hierarchical Siamese Networks | Jun 1, 2019 | Entity EmbeddingsKnowledge Base Population | —Unverified | 0 |
| Composition of Sentence Embeddings: Lessons from Statistical Relational Learning | Jun 1, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Modeling Document-level Causal Structures for Event Causal Relation Identification | Jun 1, 2019 | RelationSentence | —Unverified | 0 |
| Multilingual Entity, Relation, Event and Human Value Extraction | Jun 1, 2019 | Event ExtractionRelation | —Unverified | 0 |
| Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text | Jun 1, 2019 | Entity LinkingImplicit Relations | CodeCode Available | 0 |
| Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN | Jun 1, 2019 | General ClassificationRelation | —Unverified | 0 |
| Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision | Jun 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction | Jun 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Adaptive Convolution for Multi-Relational Learning | Jun 1, 2019 | Link PredictionRelation | —Unverified | 0 |