| A Partition Filter Network for Joint Entity and Relation Extraction | Aug 27, 2021 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Towards General-Purpose Representation Learning of Polygonal Geometries | Sep 29, 2022 | Relation PredictionRepresentation Learning | CodeCode Available | 1 | 5 |
| VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation | Nov 27, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 | 5 |
| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | CodeCode Available | 1 | 5 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 | 5 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Mar 21, 2022 | Dependency ParsingGraph Attention | CodeCode Available | 1 | 5 |
| Evaluating Logical Generalization in Graph Neural Networks | Mar 14, 2020 | Continual LearningDiversity | CodeCode Available | 1 | 5 |
| Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction | Aug 9, 2024 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 1 | 5 |
| A Two-Stage Method for Chinese AMR Parsing | Sep 29, 2022 | AMR ParsingPrediction | CodeCode Available | 1 | 5 |
| Relational Message Passing for Knowledge Graph Completion | Feb 17, 2020 | Knowledge Graph CompletionRelation | CodeCode Available | 1 | 5 |
| Exploring Large Language Models for Knowledge Graph Completion | Aug 26, 2023 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 | 5 |
| GDPNet: Refining Latent Multi-View Graph for Relation Extraction | Dec 12, 2020 | Dialog Relation ExtractionDynamic Time Warping | CodeCode Available | 1 | 5 |
| DeepDrug: A General Graph-Based Deep Learning Framework for Drug Relation Prediction | Feb 10, 2022 | RelationRelation Prediction | CodeCode Available | 1 | 5 |
| PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction | Jun 18, 2021 | RelationRelation Prediction | CodeCode Available | 1 | 5 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 | 5 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 | 5 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | CodeCode Available | 1 | 5 |
| GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks | Jan 1, 2021 | Continual LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| Knowledge Graph Refinement based on Triplet BERT-Networks | Nov 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 | 5 |
| A shallow neural model for relation prediction | Jan 22, 2021 | Knowledge Graph Completionmodel | CodeCode Available | 0 | 5 |
| Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering | Sep 24, 2024 | Entity LinkingGraph Question Answering | CodeCode Available | 0 | 5 |
| CogALex 2.0: Impact of Data Quality on Lexical-Semantic Relation Prediction | Dec 14, 2021 | Hypernym DiscoveryRelation | CodeCode Available | 0 | 5 |
