| RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Meta-Information Guided Meta-Learning for Few-Shot Relation Classification | Dec 1, 2020 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| Using a Penalty-based Loss Re-estimation Method to Improve Implicit Discourse Relation Classification | Dec 1, 2020 | Implicit Discourse Relation ClassificationRelation | —Unverified | 0 |
| Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction | Dec 1, 2020 | ClassificationDefinition Extraction | —Unverified | 0 |
| ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction | Dec 1, 2020 | ClassificationDefinition Extraction | —Unverified | 0 |
| Joint Extraction of Entity and Relation with Information Redundancy Elimination | Nov 27, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Entity Recognition and Relation Extraction from Scientific and Technical Texts in Russian | Nov 19, 2020 | Keyword ExtractionRelation | —Unverified | 0 |
| Zero-shot Relation Classification from Side Information | Nov 13, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| CODER: Knowledge infused cross-lingual medical term embedding for term normalization | Nov 5, 2020 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 |
| Relative and Incomplete Time Expression Anchoring for Clinical Text | Nov 1, 2020 | ClassificationRelation Classification | —Unverified | 0 |
| The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification | Nov 1, 2020 | ClassificationQuestion Answering | CodeCode Available | 1 |
| APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning | Nov 1, 2020 | Argument Pair Extraction (APE)Multi-Task Learning | CodeCode Available | 1 |
| Within-Between Lexical Relation Classification | Nov 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism | Nov 1, 2020 | RelationRelation 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 |
| The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification | Oct 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| Semi-supervised Relation Extraction via Incremental Meta Self-Training | Oct 6, 2020 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention | Oct 2, 2020 | Common Sense ReasoningEntity Typing | CodeCode Available | 1 |
| 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 |
