A two-step LLM pipeline that relaxes exact-match requirements for text-to-Cypher queries improves question answering on a small IoBT-style graph database, with Llama 3.1 8B performing best.
Decoding the Mystery: How Can LLMs Turn Text Into Cypher in Complex Knowledge Graphs?
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Natural Language Interaction with Databases on Edge Devices in the Internet of Battlefield Things
A two-step LLM pipeline that relaxes exact-match requirements for text-to-Cypher queries improves question answering on a small IoBT-style graph database, with Llama 3.1 8B performing best.