MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large
Language Models

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

17 August 2023

Jimeng Sun

Papers citing "MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models"

18 / 18 papers shown

Title
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation Gerard Pons Besim Bilalli Anna Queralt 38 1 0 05 May 2025
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering Yuan Sui Yufei He Zifeng Ding Bryan Hooi HILM ELM RALM 73 7 0 20 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 68 7 0 21 Jan 2025
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 38 7 0 28 Oct 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 79 13 0 16 Aug 2024
MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems Johann Felipe Gonzalez Donglin Liu Haoran Yan Wenjie Wu Zongyang Liu LRM 47 1 0 03 Aug 2024
LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering Harry Li G. Appleby Ashley Suh 43 1 0 07 Jun 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 68 33 0 23 May 2024
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs Harry Li G. Appleby Ashley Suh 42 6 0 01 Apr 2024
Large Language Models Can Better Understand Knowledge Graphs Than We Thought Xinbang Dai Yuncheng Hua Tongtong Wu Yang Sheng Qiu Ji Guilin Qi 82 0 0 18 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 75 27 0 25 Jan 2024
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 48 76 0 13 Sep 2023
Complex Logical Reasoning over Knowledge Graphs using Large Language Models Nurendra Choudhary Chandan K. Reddy LRM 32 22 0 02 May 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 125 377 0 24 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Complex Temporal Question Answering on Knowledge Graphs Zhen Jia Soumajit Pramanik Rishiraj Saha Roy G. Weikum 233 104 0 18 Sep 2021
Word2vec Conjecture and A Limitative Result Falcon Z. Dai 14 1 0 24 Oct 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019