| A Partition Filter Network for Joint Entity and Relation Extraction | Aug 27, 2021 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Towards General-Purpose Representation Learning of Polygonal Geometries | Sep 29, 2022 | Relation PredictionRepresentation Learning | CodeCode Available | 1 |
| VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation | Nov 27, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 |
| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | CodeCode Available | 1 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 |
| Evaluating Logical Generalization in Graph Neural Networks | Mar 14, 2020 | Continual LearningDiversity | CodeCode Available | 1 |
| GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks | Jan 1, 2021 | Continual LearningKnowledge Graphs | CodeCode Available | 1 |
| GDPNet: Refining Latent Multi-View Graph for Relation Extraction | Dec 12, 2020 | Dialog Relation ExtractionDynamic Time Warping | CodeCode Available | 1 |
| Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models | Dec 1, 2020 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| A Two-Stage Method for Chinese AMR Parsing | Sep 29, 2022 | AMR ParsingPrediction | CodeCode Available | 1 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Relational Message Passing for Knowledge Graph Completion | Feb 17, 2020 | Knowledge Graph CompletionRelation | CodeCode Available | 1 |
| Neural Relational Inference with Efficient Message Passing Mechanisms | Jan 23, 2021 | RelationRelation Prediction | CodeCode Available | 1 |
| DeepDrug: A General Graph-Based Deep Learning Framework for Drug Relation Prediction | Feb 10, 2022 | RelationRelation Prediction | CodeCode Available | 1 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| Annotating Columns with Pre-trained Language Models | Apr 5, 2021 | Columns Property AnnotationColumn Type Annotation | CodeCode Available | 1 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Relation Transformer Network | Apr 13, 2020 | DecoderGraph Generation | CodeCode Available | 1 |
| Rationalizing Medical Relation Prediction from Corpus-level Statistics | May 2, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| Commonsense Knowledge Transfer for Pre-trained Language Models | Jun 4, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Commonsense Knowledge Transfer for Pre-trained Language Models | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges | May 18, 2022 | Information RetrievalKnowledge Graph Completion | —Unverified | 0 |
| Clue: Cross-modal Coherence Modeling for Caption Generation | May 2, 2020 | Caption Generationcontrollable image captioning | —Unverified | 0 |
