| Relation-Aware Question Answering for Heterogeneous Knowledge Graphs | Dec 19, 2023 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 0 |
| Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction | Dec 18, 2023 | Entity EmbeddingsLanguage Modeling | CodeCode Available | 0 |
| HyperPIE: Hyperparameter Information Extraction from Scientific Publications | Dec 17, 2023 | Decision Makinggraph construction | CodeCode Available | 0 |
| Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks | Dec 15, 2023 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models | Dec 14, 2023 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| LEMON: Learning 3D Human-Object Interaction Relation from 2D Images | Dec 14, 2023 | Human-Object Interaction DetectionObject | —Unverified | 0 |
| High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models | Dec 13, 2023 | ArticlesBinary Classification | —Unverified | 0 |
| BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction | Dec 12, 2023 | DecoderRelation | —Unverified | 0 |
| ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion | Dec 11, 2023 | Entity EmbeddingsKnowledge Graph Completion | —Unverified | 0 |
| Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation | Dec 9, 2023 | AttributeAttribute Extraction | —Unverified | 0 |
| Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation | Dec 8, 2023 | graph constructionLanguage Modelling | —Unverified | 0 |
| Adaptive Hinge Balance Loss for Document-Level Relation Extraction | Dec 6, 2023 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 0 |
| HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding | Dec 5, 2023 | DiversityGraph Generation | —Unverified | 0 |
| Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction | Dec 5, 2023 | Event Extractiongraph construction | —Unverified | 0 |
| Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction | Dec 5, 2023 | DiversityRelation | —Unverified | 0 |
| Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs | Dec 1, 2023 | Contrastive LearningDiversity | CodeCode Available | 0 |
| Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions | Nov 30, 2023 | Autonomous DrivingPrediction | —Unverified | 0 |
| Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features | Nov 28, 2023 | Information RetrievalManagement | —Unverified | 0 |
| VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation | Nov 27, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 |
| Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge | Nov 21, 2023 | Large Language ModelMultimodal Deep Learning | CodeCode Available | 1 |
| Noise in Relation Classification Dataset TACRED: Characterization and Reduction | Nov 21, 2023 | ClassificationRelation | —Unverified | 0 |
| Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching | Nov 21, 2023 | Drone navigationgeo-localization | CodeCode Available | 1 |
| KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model | Nov 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction | Nov 20, 2023 | ArticlesLarge Language Model | CodeCode Available | 0 |
| Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention | Nov 18, 2023 | Concept AlignmentGraph Generation | CodeCode Available | 1 |
