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llm-kg-prompt-engineering's Introduction

Improving LLM via KG integration and prompt engineering

Create a new file called openai_api_key.txt and insert your OpenAI API key there.

Latest Results

Model EM (MMLU Geography) EM (MMLU Government & Politics)
GPT 3.5 0.6565656565656566 0.6839378238341969
GPT 3.5 + Wikidata (baseline) 0.48484848484848486 0.6632124352331606
GPT 3.5 + Wikidata (Evaluation using similarity measure) 0.5707070707070707 0.7409326424870466

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