WebApr 13, 2024 · Information extraction provides the basic technical support for knowledge graph construction and Web applications. Named entity recognition (NER) is one of the … WebLearning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction: NeurIPs: Inductive: Link: Link: 2024: SRGCN: SRGCN: Graph-based multi-hop reasoning on knowledge graphs: NC: ... Few-shot Reasoning over Temporal Knowledge Graphs: arXiv: Extrapolation: Link-2024: rGalT: Modeling Precursors for Temporal Knowledge …
When Hardness Makes a Difference: Multi-Hop Knowledge Graph …
WebAug 4, 2024 · 3.1 Few-shot temporal completion task. The representation of temporal knowledge graph is a quaternary that can be described by (s, r, o, t), where s and o represent entities, r represents relations, and t represents timestamps.In the task of temporal knowledge graph completion, there are mainly two kinds of tasks: completing the … WebAbstract. In this paper, we investigate a realistic but underexplored problem, called few-shot temporal knowledge graph reasoning, that aims to predict future facts for newly emerging entities based on extremely limited observations in evolving graphs. It offers practical value in applications that need to derive instant new knowledge about new ... hotmeow cafe
Few-shot named entity recognition with hybrid multi ... - Springer
WebRelational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion. SIGIR 2024 (CCF A, Top Conference). Long paper. 2. Shan Yang, Yongfei Zhang, Guanglin Niu, … WebAug 4, 2024 · This paper proposes the P-INT model for effective few-shot knowledge graph completion, which infers and leverages the paths that can expressively encode the relation of two entities and calculates the interactions of paths instead of mixing them for each entity pair. Expand. 9. PDF. Web@inproceedings{ luo2024npfkgc, title={Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion}, author={Linhao Luo, Yuan-Fang Li, Gholamreza … hot mens clothes