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OSU-NLP-Group / HippoRAG

[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
https://arxiv.org/abs/2405.14831
MIT License
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Datasets used in this paper #47

Open leapxcheng opened 3 months ago

leapxcheng commented 3 months ago

How can I access the knowledge graphs generated via open IE with GPT-3.5 Turbo (1106), Llama-3 models, and REBEL on all three subsets and the hyperparameter tuning dataset?

yhshu commented 3 months ago

Hello. You can check README.md to reproduce these results. If you want to skip some steps, this is what I currently have for musique and 2wiki using GPT-3.5-turbo. Please check if it can help you: link. Put these files under output dir.

leapxcheng commented 3 months ago

Thank you very much for sharing, which may help me a lot.

yhshu commented 3 months ago

You're welcome. It is worth noting that the files above are relatively complete in terms of intermediate steps. Also, we've already provided some OpenIE results when we release this repo.