| 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 |
| Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? | Mar 24, 2022 | Argument MiningLanguage Modeling | CodeCode Available | 0 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Mar 21, 2022 | Dependency ParsingGraph Attention | CodeCode Available | 1 |
| Relationformer: A Unified Framework for Image-to-Graph Generation | Mar 19, 2022 | Graph GenerationObject | CodeCode Available | 1 |
| DeepDrug: A General Graph-Based Deep Learning Framework for Drug Relation Prediction | Feb 10, 2022 | RelationRelation Prediction | CodeCode Available | 1 |
| Commonsense Knowledge Transfer for Pre-trained Language Models | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CogALex 2.0: Impact of Data Quality on Lexical-Semantic Relation Prediction | Dec 14, 2021 | Hypernym DiscoveryRelation | CodeCode Available | 0 |
| Semantic Answer Type and Relation Prediction Task (SMART 2021) | Dec 7, 2021 | Knowledge Base Question AnsweringPrediction | —Unverified | 0 |
| Variational Deep Logic Network for Joint Inference of Entities and Relations | Dec 1, 2021 | Event ExtractionRelational Reasoning | —Unverified | 0 |
| Triple Classification for Scholarly Knowledge Graph Completion | Nov 23, 2021 | ClassificationKnowledge Graph Completion | —Unverified | 0 |
| Cross-Document Temporal Relation Extraction with Temporal Anchoring Events | Nov 16, 2021 | ArticlesRelation | —Unverified | 0 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Nov 16, 2021 | Dependency ParsingGraph Attention | —Unverified | 0 |
| A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English | Nov 1, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding | Oct 27, 2021 | Entity EmbeddingsGraph Embedding | CodeCode Available | 1 |
| History Aware Multimodal Transformer for Vision-and-Language Navigation | Oct 25, 2021 | Decision MakingNavigate | 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 |
| Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | Oct 6, 2021 | Graph Representation LearningKnowledge Base Completion | CodeCode Available | 1 |
| Cycle Representation Learning for Inductive Relation Prediction | Oct 6, 2021 | Graph Representation LearningInductive Relation Prediction | CodeCode Available | 0 |
| A Topological View of Rule Learning in Knowledge Graphs | Sep 29, 2021 | Inductive Relation PredictionKnowledge Graph Completion | —Unverified | 0 |
| Inductive Relation Prediction Using Analogy Subgraph Embeddings | Sep 29, 2021 | Inductive BiasInductive Relation Prediction | —Unverified | 0 |
| Message Function Search for Hyper-relational Knowledge Graph | Sep 29, 2021 | Relation Prediction | —Unverified | 0 |
| BGT-Net: Bidirectional GRU Transformer Network for Scene Graph Generation | Sep 11, 2021 | Graph GenerationObject | —Unverified | 0 |
| A Partition Filter Network for Joint Entity and Relation Extraction | Aug 27, 2021 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Target Adaptive Context Aggregation for Video Scene Graph Generation | Aug 18, 2021 | Graph GenerationRelation | CodeCode Available | 1 |