A new multilingual Text2Cypher benchmark shows LLMs rank English highest, Spanish next, and Turkish lowest, and multilingual finetuning narrows the language gap more than English-only finetuning.
In: Proceedings of the Workshop on Generative AI and Knowledge Graphs (GenAIK), pp
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Text2Cypher Across Languages: Evaluating and Finetuning LLMs
A new multilingual Text2Cypher benchmark shows LLMs rank English highest, Spanish next, and Turkish lowest, and multilingual finetuning narrows the language gap more than English-only finetuning.