| From Learning-to-Match to Learning-to-Discriminate:Global Prototype Learning for Few-shot Relation Classification | Aug 1, 2021 | ClassificationFew-Shot Relation Classification | —Unverified | 0 |
| Entity and Evidence Guided Document-Level Relation Extraction | Aug 1, 2021 | Document-level Relation ExtractionLanguage Modeling | —Unverified | 0 |
| Paths to Relation Extraction through Semantic Structure | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| TIMERS: Document-level Temporal Relation Extraction | Aug 1, 2021 | RelationRelation Classification | —Unverified | 0 |
| How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| A Trigger-Aware Multi-Task Learning for Chinese Event Entity Recognition | Aug 1, 2021 | ARCMulti-Task Learning | —Unverified | 0 |
| A Unified Representation Learning Strategy for Open Relation Extraction with Ranked List Loss | Aug 1, 2021 | ClusteringMetric Learning | —Unverified | 0 |
| From What to Why: Improving Relation Extraction with Rationale Graph | Aug 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Neural Methodius Revisited: Do Discourse Relations Help with Pre-Trained Models Too? | Aug 1, 2021 | RelationText Generation | CodeCode Available | 0 |
| Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification | Aug 1, 2021 | Relation | CodeCode Available | 0 |
