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| Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? | May 23, 2023 | graph constructionGraph Mining | CodeCode Available | 0 |
| Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text | May 15, 2023 | graph constructionIn-Context Learning | —Unverified | 0 |
| Enhancing Knowledge Graph Construction Using Large Language Models | May 8, 2023 | graph constructionJoint Entity and Relation Extraction | —Unverified | 0 |
| Multi-source Education Knowledge Graph Construction and Fusion for College Curricula | May 8, 2023 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections | May 3, 2023 | graph constructionOptical Character Recognition | —Unverified | 0 |
| Capturing Fine-grained Semantics in Contrastive Graph Representation Learning | Apr 23, 2023 | Contrastive Learninggraph construction | —Unverified | 0 |
| Graph Neural Networks for Text Classification: A Survey | Apr 23, 2023 | Classificationgraph construction | —Unverified | 0 |
| IBBT: Informed Batch Belief Trees for Motion Planning Under Uncertainty | Apr 21, 2023 | graph constructionMotion Planning | —Unverified | 0 |
| BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis | Apr 21, 2023 | Clinical Knowledgegraph construction | —Unverified | 0 |
| CodeKGC: Code Language Model for Generative Knowledge Graph Construction | Apr 18, 2023 | Code Completiongraph construction | CodeCode Available | 0 |
| Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing | Apr 11, 2023 | graph construction | —Unverified | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 |
| Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network | Mar 28, 2023 | Few-shot 3D Point Cloud Semantic SegmentationFew-Shot Learning | —Unverified | 0 |
| MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder | Mar 8, 2023 | graph constructionReinforcement Learning (RL) | CodeCode Available | 0 |
| Heterogeneous Graph Learning for Acoustic Event Classification | Mar 5, 2023 | Classificationgraph construction | CodeCode Available | 0 |
| Configurable calorimeter simulation for AI applications | Mar 3, 2023 | Clusteringgraph construction | —Unverified | 0 |
| Graph Laplacians on Shared Nearest Neighbor graphs and graph Laplacians on k-Nearest Neighbor graphs having the same limit | Feb 24, 2023 | graph construction | —Unverified | 0 |
| Random Projection Forest Initialization for Graph Convolutional Networks | Feb 22, 2023 | graph constructionGraph Embedding | CodeCode Available | 0 |
| Graph Construction using Principal Axis Trees for Simple Graph Convolution | Feb 22, 2023 | graph constructionGraph Embedding | CodeCode Available | 0 |
| A Comprehensive Survey on Automatic Knowledge Graph Construction | Feb 10, 2023 | graph constructionKnowledge Graph Completion | —Unverified | 0 |
| A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition | Feb 8, 2023 | graph constructionTransfer Learning | —Unverified | 0 |
| Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes | Jan 29, 2023 | DecoderDrug Discovery | —Unverified | 0 |
| Understanding Finetuning for Factual Knowledge Extraction from Language Models | Jan 26, 2023 | graph construction | —Unverified | 0 |
| FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs | Jan 25, 2023 | Document ClassificationFew-Shot Learning | —Unverified | 0 |