| Rationale-Enhanced Language Models are Better Continual Relation Learners | Oct 10, 2023 | Continual Relation ExtractionRelation | CodeCode Available | 1 |
| DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking | Oct 9, 2023 | Entity LinkingRelation | CodeCode Available | 0 |
| Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction | Oct 8, 2023 | Event-based N-ary Relaiton ExtractionHypergraph-based N-ary Relaiton Extraction | CodeCode Available | 1 |
| Revisiting Large Language Models as Zero-shot Relation Extractors | Oct 8, 2023 | Question AnsweringRelation | —Unverified | 0 |
| Distantly-Supervised Joint Extraction with Noise-Robust Learning | Oct 8, 2023 | Joint Entity and Relation ExtractionLanguage Modelling | CodeCode Available | 0 |
| Document-Level Relation Extraction with Relation Correlation Enhancement | Oct 6, 2023 | Document-level Relation ExtractionGraph Attention | CodeCode Available | 0 |
| Towards Foundation Models for Knowledge Graph Reasoning | Oct 6, 2023 | Knowledge GraphsLink Prediction | CodeCode Available | 2 |
| Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection | Oct 6, 2023 | Fraud DetectionGraph Attention | CodeCode Available | 1 |
| Learning Hierarchical Relational Representations through Relational Convolutions | Oct 5, 2023 | Relation | CodeCode Available | 0 |
| Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models | Oct 3, 2023 | AvgDisease Prediction | CodeCode Available | 0 |
| Do the Benefits of Joint Models for Relation Extraction Extend to Document-level Tasks? | Oct 1, 2023 | RelationRelation Extraction | —Unverified | 0 |
| Logical Bias Learning for Object Relation Prediction | Oct 1, 2023 | Causal InferenceDecision Making | —Unverified | 0 |
| Siamese Representation Learning for Unsupervised Relation Extraction | Oct 1, 2023 | Contrastive LearningRelation | CodeCode Available | 0 |
| A Comprehensive Survey of Document-level Relation Extraction (2016-2023) | Sep 28, 2023 | ArticlesDocument-level Relation Extraction | —Unverified | 0 |
| Discovering Utility-driven Interval Rules | Sep 28, 2023 | Relation | CodeCode Available | 0 |
| KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation | Sep 26, 2023 | DiversityKnowledge Graph Completion | CodeCode Available | 1 |
| PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration | Sep 25, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| On the Relation between Internal Language Model and Sequence Discriminative Training for Neural Transducers | Sep 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multiple Relations Classification using Imbalanced Predictions Adaptation | Sep 24, 2023 | Classificationgraph construction | CodeCode Available | 0 |
| Multi-modal Domain Adaptation for REG via Relation Transfer | Sep 23, 2023 | Domain Adaptationimage-classification | —Unverified | 0 |
| ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction | Sep 22, 2023 | Event Relation ExtractionGraph Neural Network | —Unverified | 0 |
| BitCoin: Bidirectional Tagging and Supervised Contrastive Learning based Joint Relational Triple Extraction Framework | Sep 21, 2023 | Contrastive Learninggraph construction | —Unverified | 0 |
| Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization | Sep 21, 2023 | Evolutionary AlgorithmsRelation | CodeCode Available | 1 |
| Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction | Sep 18, 2023 | Boundary DetectionMulti-Task Learning | —Unverified | 0 |
| Adaptive Prompt Learning with Distilled Connective Knowledge for Implicit Discourse Relation Recognition | Sep 14, 2023 | Knowledge DistillationPrompt Learning | CodeCode Available | 0 |
