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| Modular Self-Supervision for Document-Level Relation Extraction | Sep 11, 2021 | Document-level Relation ExtractionReading Comprehension | —Unverified | 0 |
| D-REX: Dialogue Relation Extraction with Explanations | Sep 10, 2021 | Dialog Relation ExtractionRelation | CodeCode Available | 0 |
| An objective function for order preserving hierarchical clustering | Sep 9, 2021 | ClusteringRelation | —Unverified | 0 |
| Graph Based Network with Contextualized Representations of Turns in Dialogue | Sep 9, 2021 | Dialog Relation ExtractionEmotion Recognition | CodeCode Available | 1 |
| MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction | Sep 9, 2021 | Few-Shot LearningRelation | —Unverified | 0 |
| Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction | Sep 8, 2021 | Natural Language InferenceRelation | —Unverified | 0 |
| Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction | Sep 5, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision | Sep 3, 2021 | Continual LearningContrastive Learning | CodeCode Available | 0 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |