Don't Forget to Connect! Improving RAG with Graph-based Reranking

Don't Forget to Connect! Improving RAG with Graph-based Reranking

28 May 2024

Anton Tsitsulin

Papers citing "Don't Forget to Connect! Improving RAG with Graph-based Reranking"

19 / 19 papers shown

Title
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models Yangguang Shao Xinjie Lin Haozheng Luo Chengshang Hou G. Xiong J. Yu Junzheng Shi SILM 32 0 0 10 May 2025
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities Md Shahir Zaoad Niamat Zawad Priyanka Ranade Richard Krogman Latifur Khan James Holt 53 0 0 19 Mar 2025
Empowering GraphRAG with Knowledge Filtering and Integration Kai Guo Harry Shomer Shenglai Zeng Haoyu Han Yu Wang Jiliang Tang 52 0 0 18 Mar 2025
Rethinking Data: Towards Better Performing Domain-Specific Small Language Models Boris Nazarov Darya Frolova Yackov Lubarsky Alexei Gaissinski Pavel Kisilev ALM 54 1 0 03 Mar 2025
OmniQuery: Contextually Augmenting Captured Multimodal Memory to Enable Personal Question Answering Jiahao Nick Li Zhuohao Jerry Zhang Zhang 51 0 0 24 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 95 3 0 12 Feb 2025
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration Yukun Cao Zengyi Gao Z. Li Xike Xie S.Kevin Zhou Jianliang Xu 31 0 0 20 Jan 2025
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases Meng-Chieh Lee Qi Zhu Costas Mavromatis Zhen Han Soji Adeshina V. Ioannidis Huzefa Rangwala Christos Faloutsos RALM 73 2 0 20 Dec 2024
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context Zhiyuan Chang Mingyang Li Xiaojun Jia Junjie Wang Yuekai Huang Qing Wang Yihao Huang Yang Liu 93 0 0 17 Dec 2024
On the Structural Memory of LLM Agents Ruihong Zeng Jinyuan Fang Siwei Liu Zaiqiao Meng LLMAG KELM 78 0 0 17 Dec 2024
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval Arshia Hemmat Kianoosh Vadaei Mohammad Hassan Heydari Afsaneh Fatemi RALM 57 1 0 09 Nov 2024
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs Haozhen Zhang Tao Feng Jiaxuan You AI4TS RALM 30 3 0 14 Oct 2024
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval Jiatao Li Xinyu Hu Xiaojun Wan 13 1 0 21 Sep 2024
ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources Shuting Yang Zehui Liu Wolfgang Mayer RALM 13 2 0 20 Sep 2024
Zero-Shot Listwise Document Reranking with a Large Language Model Xueguang Ma Xinyu Crystina Zhang Ronak Pradeep Jimmy J. Lin 65 48 0 03 May 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 80 85 0 15 Mar 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 47 93 0 14 Mar 2023
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Mingxuan Ju W. Yu Tong Zhao Chuxu Zhang Yanfang Ye 58 24 0 06 Oct 2022
Semantic Representation for Dialogue Modeling Xuefeng Bai Yulong Chen Linfeng Song Yue Zhang 59 53 0 21 May 2021