| Within-Between Lexical Relation Classification | Nov 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification | Oct 30, 2020 | ClassificationDescriptive | —Unverified | 0 |
| RH-Net: Improving Neural Relation Extraction via Reinforcement Learning and Hierarchical Relational Searching | Oct 27, 2020 | Denoisingreinforcement-learning | CodeCode Available | 0 |
| Meta-Learning for Neural Relation Classification with Distant Supervision | Oct 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training | Oct 21, 2020 | Few-Shot Relation ClassificationRelation | —Unverified | 0 |
| TDRE: A Tensor Decomposition Based Approach for Relation Extraction | Oct 15, 2020 | RelationRelation Classification | —Unverified | 0 |
| Relation Classification as Two-way Span-Prediction | Oct 9, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| 小样本关系分类研究综述(Few-Shot Relation Classification: A Survey) | Oct 1, 2020 | Few-Shot Relation ClassificationRelation Classification | —Unverified | 0 |
| Entity Relative Position Representation based Multi-head Selection for Joint Entity and Relation Extraction | Oct 1, 2020 | Joint Entity and Relation ExtractionLanguage Modeling | —Unverified | 0 |
| AutoRC: Improving BERT Based Relation Classification Models via Architecture Search | Sep 22, 2020 | General ClassificationNeural Architecture Search | —Unverified | 0 |
| The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis | Sep 15, 2020 | General ClassificationRelation | —Unverified | 0 |
| Semantic Relations and Deep Learning | Sep 11, 2020 | Deep LearningRelation Classification | —Unverified | 0 |
| HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation | Aug 12, 2020 | General ClassificationGraph Generation | —Unverified | 0 |
| Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction | Jul 1, 2020 | Joint Entity and Relation ExtractionRelation | —Unverified | 0 |
| Implicit Discourse Relation Classification: We Need to Talk about Evaluation | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction | Jul 1, 2020 | Multi-Task LearningRelation | —Unverified | 0 |
| NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature | Jun 23, 2020 | ArticlesMachine Translation | CodeCode Available | 0 |
| Human brain activity for machine attention | Jun 9, 2020 | Dimensionality ReductionEEG | —Unverified | 0 |
| Classification de relations pour l'intelligence \'economique et concurrentielle (Relation Classification for Competitive and Economic Intelligence ) | Jun 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| MPDD: A Multi-Party Dialogue Dataset for Analysis of Emotions and Interpersonal Relationships | May 1, 2020 | RelationRelation Classification | —Unverified | 0 |
| Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations | May 1, 2020 | General ClassificationMulti-Task Learning | —Unverified | 0 |
| Adapting BERT to Implicit Discourse Relation Classification with a Focus on Discourse Connectives | May 1, 2020 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data | Apr 26, 2020 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification | Apr 13, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification | Mar 4, 2020 | ClassificationDomain Adaptation | —Unverified | 0 |
