| RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion | Oct 10, 2020 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Relation Classification as Two-way Span-Prediction | Oct 9, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| High-Order Relation Construction and Mining for Graph Matching | Oct 9, 2020 | Graph MatchingRelation | —Unverified | 0 |
| Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders | Oct 8, 2020 | Joint Entity and Relation Extractionnamed-entity-recognition | CodeCode Available | 1 |
| Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention | Oct 8, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data | Oct 7, 2020 | AttributeQuestion Answering | CodeCode Available | 1 |
| Semi-supervised Relation Extraction via Incremental Meta Self-Training | Oct 6, 2020 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| Learning from Context or Names? An Empirical Study on Neural Relation Extraction | Oct 5, 2020 | MemorizationRelation | CodeCode Available | 1 |
| MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning | Oct 5, 2020 | Knowledge GraphsRelation | —Unverified | 0 |
| TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation | Oct 2, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| A Novel Joint Framework for Multiple Chinese Events Extraction | Oct 1, 2020 | Event ExtractionLanguage Modeling | —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 |
| RDSGAN: Rank-based Distant Supervision Relation Extraction with Generative Adversarial Framework | Sep 30, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Double Graph Based Reasoning for Document-level Relation Extraction | Sep 29, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction | Sep 26, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Clustering-based Unsupervised Generative Relation Extraction | Sep 26, 2020 | ClusteringDecoder | —Unverified | 0 |
| QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings | Sep 26, 2020 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 1 |
| AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding | Sep 25, 2020 | ClusteringGraph Embedding | —Unverified | 0 |
| Exploring global diverse attention via pairwise temporal relation for video summarization | Sep 23, 2020 | DecoderRelation | —Unverified | 0 |
| A Comparative Study on Structural and Semantic Properties of Sentence Embeddings | Sep 23, 2020 | Knowledge GraphsRelation | CodeCode Available | 0 |
| HiCOMEX: Facial Action Unit Recognition Based on Hierarchy Intensity Distribution and COMEX Relation Learning | Sep 23, 2020 | Action Unit DetectionFacial Action Unit Detection | —Unverified | 0 |
| Towards a Flexible Embedding Learning Framework | Sep 23, 2020 | RelationRepresentation Learning | —Unverified | 0 |
| Global-to-Local Neural Networks for Document-Level Relation Extraction | Sep 22, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| AutoRC: Improving BERT Based Relation Classification Models via Architecture Search | Sep 22, 2020 | General ClassificationNeural Architecture Search | —Unverified | 0 |
