EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs

no code implementations • 3 Jun 2024 • Zixuan Dong, Baoyun Peng, YuFei Wang, Jia Fu, Xiaodong Wang, Yongxue Shan, Xin Zhou

Finally, the exploration results are fed to LLMs for self-reflection to further improve the global planning and efficient KG exploration.

Knowledge Graphs Question Answering

Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion

no code implementations • 8 May 2024 • Yongxue Shan, Jie zhou, Jie Peng, Xin Zhou, Jiaqian Yin, Xiaodong Wang

In the task of Knowledge Graph Completion (KGC), the existing datasets and their inherent subtasks carry a wealth of shared knowledge that can be utilized to enhance the representation of knowledge triplets and overall performance.

Knowledge Graph Completion Multi-Task Learning +1