9 citations · 14 across the 4 of their papers we have counts for
4 papers
Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation
Zheng Liu, Chenyuan Wu, Ninglu Shao +3
The existing Retrieval-Augmented Generation (RAG) systems face significant challenges in terms of cost and effectiveness. On one hand, they need to encode the lengthy retrieved con…
A Survey on Temporal Knowledge Graph: Representation Learning and Applications
Li Cai, Xin Mao, Yuhao Zhou +3
Knowledge graphs have garnered significant research attention and are widely used to enhance downstream applications. However, most current studies mainly focus on static knowledge…
Temporal Knowledge Graph Completion with Time-sensitive Relations in Hypercomplex Space
Li Cai, Xin Mao, Zhihong Wang +4
Temporal knowledge graph completion (TKGC) aims to fill in missing facts within a given temporal knowledge graph at a specific time. Existing methods, operating in real or complex…
An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation
Li Cai, Xin Mao, Youshao Xiao +2
Entity alignment (EA) aims to find the equivalent entity pairs between different knowledge graphs (KGs), which is crucial to promote knowledge fusion. With the wide use of temporal…