KG-RAG: Bridging the Gap Between Knowledge and Creativity

20 May 2024

Papers citing "KG-RAG: Bridging the Gap Between Knowledge and Creativity"

21 / 21 papers shown

Title
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use Justin Ho Alexandra Colby William Fisher AILaw 34 0 0 04 May 2025
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes Tianyang Xu Haojie Zheng Chengze Li H. Chen Yixin Liu Ruoxi Chen Lichao Sun 24 0 0 15 Apr 2025
KG-IRAG: A Knowledge Graph-Based Iterative Retrieval-Augmented Generation Framework for Temporal Reasoning Ruiyi Yang Hao Xue Imran Razzak Hakim Hacid Flora D. Salim RALM 83 0 0 18 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 61 3 0 11 Mar 2025
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning Wenjie Wu Yongcheng Jing Yingjie Wang Wenbin Hu Dacheng Tao RALM LRM 59 2 0 03 Mar 2025
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts Haodi Ma Dzmitry Kasinets Daisy Zhe Wang 31 0 0 28 Jan 2025
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
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization Ryan Barron Ves Grantcharov Selma Wanna Maksim E. Eren Manish Bhattarai ... George Tompkins Charles K. Nicholas Kim Ø. Rasmussen Cynthia Matuszek Boian S. Alexandrov RALM 28 3 0 03 Oct 2024
Rx Strategist: Prescription Verification using LLM Agents System Phuc Phan Van Dat Nguyen Minh An Dinh Ngoc Huy-Phan Thanh OffRL 24 1 0 05 Sep 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications Rishi Kalra Zekun Wu Ayesha Gulley Airlie Hilliard Xin Guan Adriano Soares Koshiyama Philip C. Treleaven RALM AILaw 47 5 0 29 Aug 2024
CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers Ekaterina Trofimova Emil Sataev Abhijit Singh Jowhari 23 1 0 23 Aug 2024
Harnessing Knowledge Retrieval with Large Language Models for Clinical Report Error Correction Jinge Wu Zhaolong Wu Abul Hasan Yunsoo Kim Jason PY Cheung Teng Zhang Honghan Wu 3DV 25 0 0 21 Jun 2024
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation Jinyuan Fang Zaiqiao Meng Craig Macdonald RALM LRM 31 6 0 17 Jun 2024
Can Large Language Models abstract Medical Coded Language? Simon A. Lee Timothy Lindsey ELM LM&MA 27 10 0 16 Mar 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Xiaoxin He Yijun Tian Yifei Sun Nitesh V. Chawla T. Laurent Yann LeCun Xavier Bresson Bryan Hooi RALM 104 68 0 12 Feb 2024
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Shafiq R. Joty Soujanya Poria Lidong Bing HILM BDL LRM 79 85 0 22 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 214 2,413 0 06 Oct 2022
An Approach for Automatic Construction of an Algorithmic Knowledge Graph from Textual Resources Jyotima Patel Biswanath Dutta 23 1 0 13 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Entity Linking Meets Deep Learning: Techniques and Solutions Wei Shen Yuhan Li Yinan Liu Jiawei Han Jianyong Wang Xiaojie Yuan 29 50 0 26 Sep 2021