kaankvrck/LLM-Based-KG-Generator
This project compares manually curated knowledge graphs with those automatically generated by Ollama Gemma 7B, a large language model (LLM). By analyzing their differences and similarities, this research provides insights into the strengths and limitations of both manual and AI-based approaches to knowledge graph generation.
This helps researchers understand the differences between knowledge graphs created by hand and those generated automatically by a large language model like Gemma 7B. You input a manually built knowledge graph and then compare it to one created by the AI. This is useful for anyone working with knowledge graphs for systems like question answering, helping them decide the best way to build these important data structures.
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Use this if you need to evaluate the quality and characteristics of knowledge graphs generated by AI compared to human-expert crafted versions.
Not ideal if you are looking for a tool to simply build a knowledge graph without needing a comparative analysis.
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17
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Language
Jupyter Notebook
License
MIT
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Last pushed
Jun 14, 2024
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