GenIC uses a Mistral-based classifier and a T5-based generator to complete knowledge graph facts from a head entity, outperforming simple baselines on FB15k-237, WN18RR, and CoDEx, with evaluation caveats.
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 11(3):e1389, 2021
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GenIC: An LLM-Based Framework for Instance Completion in Knowledge Graphs
GenIC uses a Mistral-based classifier and a T5-based generator to complete knowledge graph facts from a head entity, outperforming simple baselines on FB15k-237, WN18RR, and CoDEx, with evaluation caveats.