From Local to Global: A Graph RAG Approach to Query-Focused Summarization. Edge, D., Trinh, H., Cheng, N., Bradley, J., Chao, A., Mody, A., Truitt, S., Metropolitansky, D., Ness, R. O., & Larson, J. 2025.
Paper bibtex @misc{edge2025localglobalgraphrag,
title={From Local to Global: A Graph RAG Approach to Query-Focused Summarization},
author={Darren Edge and Ha Trinh and Newman Cheng and Joshua Bradley and Alex Chao and Apurva Mody and Steven Truitt and Dasha Metropolitansky and Robert Osazuwa Ness and Jonathan Larson},
year={2025},
eprint={2404.16130},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2404.16130},
}
Downloads: 0
{"_id":"R56TPnsWTNAMDEm2R","bibbaseid":"edge-trinh-cheng-bradley-chao-mody-truitt-metropolitansky-etal-fromlocaltoglobalagraphragapproachtoqueryfocusedsummarization-2025","author_short":["Edge, D.","Trinh, H.","Cheng, N.","Bradley, J.","Chao, A.","Mody, A.","Truitt, S.","Metropolitansky, D.","Ness, R. O.","Larson, J."],"bibdata":{"bibtype":"misc","type":"misc","title":"From Local to Global: A Graph RAG Approach to Query-Focused Summarization","author":[{"firstnames":["Darren"],"propositions":[],"lastnames":["Edge"],"suffixes":[]},{"firstnames":["Ha"],"propositions":[],"lastnames":["Trinh"],"suffixes":[]},{"firstnames":["Newman"],"propositions":[],"lastnames":["Cheng"],"suffixes":[]},{"firstnames":["Joshua"],"propositions":[],"lastnames":["Bradley"],"suffixes":[]},{"firstnames":["Alex"],"propositions":[],"lastnames":["Chao"],"suffixes":[]},{"firstnames":["Apurva"],"propositions":[],"lastnames":["Mody"],"suffixes":[]},{"firstnames":["Steven"],"propositions":[],"lastnames":["Truitt"],"suffixes":[]},{"firstnames":["Dasha"],"propositions":[],"lastnames":["Metropolitansky"],"suffixes":[]},{"firstnames":["Robert","Osazuwa"],"propositions":[],"lastnames":["Ness"],"suffixes":[]},{"firstnames":["Jonathan"],"propositions":[],"lastnames":["Larson"],"suffixes":[]}],"year":"2025","eprint":"2404.16130","archiveprefix":"arXiv","primaryclass":"cs.CL","url":"https://arxiv.org/abs/2404.16130","bibtex":"@misc{edge2025localglobalgraphrag,\n title={From Local to Global: A Graph RAG Approach to Query-Focused Summarization}, \n author={Darren Edge and Ha Trinh and Newman Cheng and Joshua Bradley and Alex Chao and Apurva Mody and Steven Truitt and Dasha Metropolitansky and Robert Osazuwa Ness and Jonathan Larson},\n year={2025},\n eprint={2404.16130},\n archivePrefix={arXiv},\n primaryClass={cs.CL},\n url={https://arxiv.org/abs/2404.16130}, \n}","author_short":["Edge, D.","Trinh, H.","Cheng, N.","Bradley, J.","Chao, A.","Mody, A.","Truitt, S.","Metropolitansky, D.","Ness, R. O.","Larson, J."],"key":"edge2025localglobalgraphrag","id":"edge2025localglobalgraphrag","bibbaseid":"edge-trinh-cheng-bradley-chao-mody-truitt-metropolitansky-etal-fromlocaltoglobalagraphragapproachtoqueryfocusedsummarization-2025","role":"author","urls":{"Paper":"https://arxiv.org/abs/2404.16130"},"metadata":{"authorlinks":{}},"downloads":0,"html":""},"bibtype":"misc","biburl":"https://bibbase.org/network/files/PFXyvhaw9CnFxkr8J","dataSources":["wxX76BFCLyMCNS2Ya"],"keywords":[],"search_terms":["local","global","graph","rag","approach","query","focused","summarization","edge","trinh","cheng","bradley","chao","mody","truitt","metropolitansky","ness","larson"],"title":"From Local to Global: A Graph RAG Approach to Query-Focused Summarization","year":2025}