| Incorporating Structured Sentences with Time-enhanced BERT for Fully-inductive Temporal Relation Prediction | Apr 10, 2023 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers | Apr 1, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 |
| Taking A Closer Look at Visual Relation: Unbiased Video Scene Graph Generation with Decoupled Label Learning | Mar 23, 2023 | Graph GenerationRelation Prediction | CodeCode Available | 0 |
| Prototype-based Embedding Network for Scene Graph Generation | Mar 13, 2023 | Graph GenerationRelation | CodeCode Available | 1 |
| 1st Place Solution for PSG competition with ECCV'22 SenseHuman Workshop | Feb 6, 2023 | Multi-class ClassificationPanoptic Segmentation | CodeCode Available | 2 |
| Self-Supervised Relation Alignment for Scene Graph Generation | Feb 2, 2023 | Graph GenerationRelation | —Unverified | 0 |
| In Defense of Structural Symbolic Representation for Video Event-Relation Prediction | Jan 6, 2023 | PredictionRelation | —Unverified | 0 |
| Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer | Jan 4, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 |
| Open-Category Human-Object Interaction Pre-Training via Language Modeling Framework | Jan 1, 2023 | Human-Object Interaction DetectionLanguage Modeling | —Unverified | 0 |
| Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction | Nov 22, 2022 | Contrastive LearningInductive Relation Prediction | —Unverified | 0 |
| Knowledge Graph Refinement based on Triplet BERT-Networks | Nov 18, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 |
| Towards General-Purpose Representation Learning of Polygonal Geometries | Sep 29, 2022 | Relation PredictionRepresentation Learning | CodeCode Available | 1 |
| A Two-Stage Method for Chinese AMR Parsing | Sep 29, 2022 | AMR ParsingPrediction | CodeCode Available | 1 |
| Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering | Sep 21, 2022 | Image CaptioningOptical Character Recognition (OCR) | —Unverified | 0 |
| Representation Learning of Knowledge Graph for Wireless Communication Networks | Aug 22, 2022 | Graph Neural NetworkRelation Prediction | —Unverified | 0 |
| AntCritic: Argument Mining for Free-Form and Visually-Rich Financial Comments | Aug 20, 2022 | Argument MiningForm | —Unverified | 0 |
| Few-Shot Semantic Relation Prediction across Heterogeneous Graphs | Jul 11, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| ER: Equivariance Regularizer for Knowledge Graph Completion | Jun 24, 2022 | Knowledge Graph CompletionRelation Prediction | CodeCode Available | 0 |
| Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs | Jun 7, 2022 | Knowledge GraphsRelation | —Unverified | 0 |
| RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction | Jun 7, 2022 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges | May 18, 2022 | Information RetrievalKnowledge Graph Completion | —Unverified | 0 |
| R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning | May 13, 2022 | PredictionRelation | CodeCode Available | 0 |
| Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding | Apr 6, 2022 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| LinkBERT: Pretraining Language Models with Document Links | Mar 29, 2022 | Document ClassificationLanguage Modeling | CodeCode Available | 2 |
