| Neural Methodius Revisited: Do Discourse Relations Help with Pre-Trained Models Too? | Aug 1, 2021 | RelationText Generation | CodeCode Available | 0 |
| A Unified Representation Learning Strategy for Open Relation Extraction with Ranked List Loss | Aug 1, 2021 | ClusteringMetric Learning | —Unverified | 0 |
| NS-Hunter: BERT-Cloze Based Semantic Denoising for Distantly Supervised Relation Classification | Aug 1, 2021 | ClassificationDenoising | —Unverified | 0 |
| A Trigger-Aware Multi-Task Learning for Chinese Event Entity Recognition | Aug 1, 2021 | ARCMulti-Task Learning | —Unverified | 0 |
| 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 |
| Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks | Aug 1, 2021 | RelationRelation Classification | CodeCode Available | 1 |
| Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation | Aug 1, 2021 | Data-to-Text GenerationRelation | CodeCode Available | 1 |
| Verb Metaphor Detection via Contextual Relation Learning | Aug 1, 2021 | Natural Language UnderstandingRelation | —Unverified | 0 |
| How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| TIMERS: Document-level Temporal Relation Extraction | Aug 1, 2021 | RelationRelation Classification | —Unverified | 0 |
