StructGPT: A General Framework for Large Language Model to Reason over Structured Data

16 May 2023

Papers citing "StructGPT: A General Framework for Large Language Model to Reason over Structured Data"

50 / 189 papers shown

Title
SLOT: Structuring the Output of Large Language Models Darren Yow-Bang Wang Zhengyuan Shen Soumya Smruti Mishra Zhichao Xu Yifei Teng Haibo Ding LLMAG 18 0 0 06 May 2025
Cooking Up Creativity: A Cognitively-Inspired Approach for Enhancing LLM Creativity through Structured Representations Moran Mizrahi Chen Shani Gabriel Stanovsky Dan Jurafsky Dafna Shahaf 24 0 0 29 Apr 2025
Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction Y. Chen Haoran Li Yuan Sui Y. Liu Yufei He Y. Song Bryan Hooi AAML SILM 61 0 0 29 Apr 2025
Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge Yongrui Chen Junhao He Linbo Fu Shenyu Zhang Rihui Jin ... Nan Hu Y. Zhang Guilin Qi Yi Huang Tongtong Wu 25 0 0 17 Apr 2025
Timing Analysis Agent: Autonomous Multi-Corner Multi-Mode (MCMM) Timing Debugging with Timing Debug Relation Graph Jatin Nainani Chia-Tung Ho Anirudh Dhurka Haoxing Ren LLMAG 26 0 0 15 Apr 2025
CLEAR-KGQA: Clarification-Enhanced Ambiguity Resolution for Knowledge Graph Question Answering Liqiang Wen Guanming Xiong Tong Mo Bing Li Weiping Li Wen Zhao 36 0 0 13 Apr 2025
Bringing Structure to Naturalness: On the Naturalness of ASTs Profir-Petru Pârţachi Mahito Sugiyama 23 0 0 11 Apr 2025
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation Yixiang Chen Penglei Sun Xiang Li Xiaowen Chu 33 0 0 10 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye X. Chen Siqiang Luo 3DV 36 0 0 08 Apr 2025
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models Zahid Hassan Tushar Adeleke Ademakinwa Jianwu Wang Zhibo Zhang Sanjay Purushotham 3DPC 34 0 0 04 Apr 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations Song Wang Junhong Lin Xiaojie Guo Julian Shun Jundong Li Yada Zhu LRM 37 2 0 28 Mar 2025
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Xusheng Cao Haori Lu Linlan Huang Fei Yang Xialei Liu Ming-Ming Cheng CLL KELM 52 0 0 24 Mar 2025
Enhancing Retrieval Systems with Inference-Time Logical Reasoning Felix Faltings Wei Wei Yujia Bao LRM 39 0 0 22 Mar 2025
RePanda: Pandas-powered Tabular Verification and Reasoning Atoosa Malemir Chegini Keivan Rezaei Hamid Eghbalzadeh S. Feizi LRM 37 0 0 14 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 59 3 0 11 Mar 2025
In-depth Analysis of Graph-based RAG in a Unified Framework Yingli Zhou Yaodong Su Youran Sun Shu Wang Taotao Wang ... Yongwei Zhang Sicong Liang Xilin Liu Yuchi Ma Yixiang Fang 37 0 0 06 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats William Brach Kristián Košťál Michal Ries 90 0 0 04 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 56 2 0 03 Mar 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases Y. Lei Haoyu Han Ryan Rossi Franck Dernoncourt Nedim Lipka M. Halappanavar Jiliang Tang Yu Wang 41 1 0 27 Feb 2025
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation Y. Wang Xinnan Dai Wenqi Fan Yao Ma 67 1 0 26 Feb 2025
HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge S. Huang Hanqian Li Yanggan Gu Xuming Hu Qing Li Guandong Xu 57 1 0 25 Feb 2025
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve? Zhenheng Tang Xiang Liu Qian Wang Peijie Dong Bingsheng He Xiaowen Chu Bo Li LRM 50 1 0 24 Feb 2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Hanfang Yang LRM RALM ReLM KELM 70 1 0 24 Feb 2025
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning Haiteng Zhao Chang Ma FangZhi Xu Lingpeng Kong Zhi-Hong Deng LRM 42 2 0 23 Feb 2025
EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering Xiao Long Liansheng Zhuang Aodi Li Minghong Yao Shafei Wang RALM LRM 40 0 0 22 Feb 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 64 7 0 20 Feb 2025
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui Yufei He Nian Liu Xiaoxin He Kun Wang Bryan Hooi LRM 45 10 0 20 Feb 2025
R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs Sumin Jo Junseong Choi Jiho Kim E. Choi 33 0 0 18 Feb 2025
KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs Qi Zhao Hongyu Yang Qi Song Xinwei Yao Xiangyang Li 43 0 0 17 Feb 2025
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback Manzong Huang Chenyang Bu Yi He Xindong Wu 62 0 0 28 Jan 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 34 0 0 18 Jan 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Siyuan Fang Kaijing Ma Tianyu Zheng Xinrun Du Ningxuan Lu Ge Zhang Qingkun Tang RALM KELM LRM 61 1 0 31 Dec 2024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records Yeonsu Kwon Jiho Kim Gyubok Lee Seongsu Bae Daeun Kyung Wonchul Cha Tom Pollard Alistair E. W. Johnson E. Choi 33 0 0 31 Dec 2024
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics Atin Sakkeer Hussain LRM 68 0 0 18 Dec 2024
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction Rongzheng Wang Shuang Liang Qizhi Chen Jiasheng Zhang Ke Qin 69 0 0 11 Dec 2024
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration Yuanhao Shen Xiaodan Zhu L. Chen 79 0 0 11 Dec 2024
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs Xiaqiang Tang Jian Li Nan Du Sihong Xie 88 1 0 10 Dec 2024
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 61 0 0 09 Dec 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding Deyi Ji Lanyun Zhu Siqi Gao Peng Xu Hongtao Lu Jieping Ye Feng Zhao PINN LMTD 38 3 0 13 Nov 2024
Can Language Models Enable In-Context Database? Yu Pan Hongfeng Yu Tianjiao Zhao Jianxin Sun KELM SyDa LMTD 30 0 0 04 Nov 2024
Defense Against Prompt Injection Attack by Leveraging Attack Techniques Yulin Chen Haoran Li Zihao Zheng Y. Song Dekai Wu Bryan Hooi SILM AAML 47 4 0 01 Nov 2024
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs L. Chen Panrong Tong Zhongming Jin Ying Sun Jieping Ye Hui Xiong KELM RALM LRM 35 7 0 31 Oct 2024
Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN Zhilun Zhou Jingyang Fan Yu Liu Fengli Xu Depeng Jin Yong Li 11 0 0 29 Oct 2024
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 30 7 0 28 Oct 2024
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains K. Li Tianhua Zhang Xixin Wu Hongyin Luo James Glass H. Meng 25 0 0 24 Oct 2024
Can Large Language Models Act as Ensembler for Multi-GNNs? Hanqi Duan Yao Cheng Jianxiang Yu Xiang Li AI4CE 35 0 0 22 Oct 2024
Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning Xingyu Tan Xiaoyang Wang Qing Liu Xiwei Xu Xin Yuan Wenjie Zhang LRM 51 2 0 18 Oct 2024
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models Linhao Luo Zicheng Zhao Chen Gong Gholamreza Haffari Shirui Pan RALM LRM 32 4 0 16 Oct 2024
Pyramid-Driven Alignment: Pyramid Principle Guided Integration of Large Language Models and Knowledge Graphs Lei Sun Xinchen Wang Youdi Li RALM 21 0 0 16 Oct 2024
Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective Bo Ni Yu Wang Lu Cheng Erik Blasch Tyler Derr 23 1 0 11 Oct 2024