| Multilingual Relation Classification via Efficient and Effective Prompting | Oct 25, 2022 | ClassificationRelation | CodeCode Available | 1 |
| Better Few-Shot Relation Extraction with Label Prompt Dropout | Oct 25, 2022 | Few-Shot LearningRelation | CodeCode Available | 1 |
| Generative Prompt Tuning for Relation Classification | Oct 22, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| Towards Sustainable Self-supervised Learning | Oct 20, 2022 | Object DetectionRelation | CodeCode Available | 1 |
| CrossRE: A Cross-Domain Dataset for Relation Extraction | Oct 17, 2022 | RelationRelation Classification | CodeCode Available | 1 |
| Towards Relation Extraction From Speech | Oct 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents | Oct 17, 2022 | BenchmarkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion | Oct 17, 2022 | Knowledge Graph CompletionRelation | CodeCode Available | 1 |
| Joint Multilingual Knowledge Graph Completion and Alignment | Oct 17, 2022 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Few-shot Relational Reasoning via Connection Subgraph Pretraining | Oct 13, 2022 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation | Oct 10, 2022 | Continual Relation ExtractionRelation | CodeCode Available | 1 |
| Relational Message Passing for Fully Inductive Knowledge Graph Completion | Oct 8, 2022 | Inductive knowledge graph completionKnowledge Graph Completion | CodeCode Available | 1 |
| PS-ARM: An End-to-End Attention-aware Relation Mixer Network for Person Search | Oct 7, 2022 | Human DetectionPerson Search | CodeCode Available | 1 |
| OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction | Sep 6, 2022 | Event ExtractionRelation | CodeCode Available | 1 |
| RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection | Sep 5, 2022 | Human-Object Interaction DetectionRelation | CodeCode Available | 1 |
| SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization | Sep 5, 2022 | Fine-Grained Image ClassificationGraph Neural Network | CodeCode Available | 1 |
| Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction | Sep 3, 2022 | Contrastive LearningInductive Link Prediction | CodeCode Available | 1 |
| GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction | Aug 26, 2022 | Dialog Relation ExtractionEmotion Recognition in Conversation | CodeCode Available | 1 |
| Multiplex Heterogeneous Graph Convolutional Network | Aug 12, 2022 | AttributeLink Prediction | CodeCode Available | 1 |
| Can Brain Signals Reveal Inner Alignment with Human Languages? | Aug 10, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization | Aug 3, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| Enhancing Document-level Relation Extraction by Entity Knowledge Injection | Jul 23, 2022 | Document-level Relation ExtractionKnowledge Graphs | CodeCode Available | 1 |
| Video Graph Transformer for Video Question Answering | Jul 12, 2022 | Question AnsweringRelation | CodeCode Available | 1 |
| Instance Shadow Detection with A Single-Stage Detector | Jul 11, 2022 | Instance Shadow DetectionObject | CodeCode Available | 1 |
| Relation-Guided Few-Shot Relational Triple Extraction | Jul 7, 2022 | RelationRTE | CodeCode Available | 1 |
