The paper surveys PLM-based knowledge graph construction and proposes the LLHKG framework claiming that lightweight LLMs achieve KG construction performance comparable to GPT-3.5.
In: Proceedings of the 2024 Conference on Em- pirical Methods in Natural Language Processing, pp
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Construction of Knowledge Graph based on Language Model
The paper surveys PLM-based knowledge graph construction and proposes the LLHKG framework claiming that lightweight LLMs achieve KG construction performance comparable to GPT-3.5.