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

16 May 2023

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

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Title
Document-Level Tabular Numerical Cross-Checking: A Coarse-to-Fine Approach Chaoxu Pang Yixuan Cao Ganbin Zhou Hongwei Bran Li Ping Luo LMTD 35 0 0 16 Jun 2025
Decompositional Reasoning for Graph Retrieval with Large Language Models Valentin Six Evan Dufraisse Gaël de Chalendar ReLM LRM 20 0 0 16 Jun 2025
Atomic Reasoning for Scientific Table Claim Verification Yuji Zhang Qingyun Wang Cheng Qian Jiateng Liu Chenkai Sun Denghui Zhang Tarek Abdelzaher Chengxiang Zhai Preslav Nakov Heng Ji LMTD LRM 14 0 0 08 Jun 2025
KnowCoder-V2: Deep Knowledge Analysis Zixuan Li Wenxuan Liu Long Bai Chunmao Zhang Wei Li ... Bingbing Xu Xuhui Jiang Xiaolong Jin Jiafeng Guo Xueqi Cheng 25 0 0 07 Jun 2025
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning Junqi Gao Xiang Zou YIng Ai Dong Li Yichen Niu Biqing Qi Jianxing Liu 52 0 0 04 Jun 2025
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering Shuai Wang Yinan Yu 61 0 0 02 Jun 2025
Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Jiawei Gu Ziting Xian Yuanzhen Xie Ye Liu Enjie Liu Ruichao Zhong Mochi Gao Yunzhi Tan Bo Hu Zang Li RALM 46 0 0 01 Jun 2025
DSR-Bench: Evaluating the Structural Reasoning Abilities of LLMs via Data Structures Yu He Yingxi Li Colin White Ellen Vitercik ELM LRM 24 0 0 29 May 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM Hoang Pham Thanh-Do Nguyen Khac-Hoai Nam Bui 51 0 0 28 May 2025
Reason-Align-Respond: Aligning LLM Reasoning with Knowledge Graphs for KGQA Xiangqing Shen Fanfan Wang Rui Xia RALM 20 0 0 27 May 2025
Self-Reflective Planning with Knowledge Graphs: Enhancing LLM Reasoning Reliability for Question Answering J. Zhu Ye Liu Meikai Bao Kai Zhang Yanghai Zhang Qi Liu LRM 41 0 0 26 May 2025
Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression Peijie Dong Zhenheng Tang Xiang Liu Lujun Li Xiaowen Chu Bo Li 103 0 0 26 May 2025
Hydra: Structured Cross-Source Enhanced Large Language Model Reasoning Xingyu Tan Xiaoyang Wang Qing Liu Xiwei Xu Xin Yuan Liming Zhu Wenjie Zhang RALM LRM 60 0 0 23 May 2025
RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals Xuanliang Zhang Dingzirui Wang Keyan Xu Qingfu Zhu Wanxiang Che LMTD ReLM LRM 106 0 0 21 May 2025
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs Jie Ma Ning Qu Zhitao Gao Rui Xing Jun Liu ... Jiang Xie Linyun Song Pinghui Wang Jing Tao Zhou Su 81 0 0 21 May 2025
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering Xukai Liu Ye Liu Shiwen Wu Yanghai Zhang Yihao Yuan Kai Zhang Qi Liu 113 0 0 19 May 2025
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering Xiao Long Liansheng Zhuang Chen Shen Shaotian Yan Yifei Li Shafei Wang RALM LRM 62 0 0 18 May 2025
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 88 0 0 13 May 2025
SLOT: Structuring the Output of Large Language Models Darren Yow-Bang Wang Zhengyuan Shen Soumya Smruti Mishra Zhichao Xu Yifei Teng Haibo Ding LLMAG 67 0 0 06 May 2025
Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction Yuxiao Chen Haoran Li Yuan Sui Yi Liu Yufei He Yangqiu Song Bryan Hooi AAML SILM 151 1 0 29 Apr 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 97 0 0 29 Apr 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 47 0 0 27 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 Yu Zhang Guilin Qi Yi Huang Tongtong Wu 63 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 88 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 65 1 0 13 Apr 2025
Bringing Structure to Naturalness: On the Naturalness of ASTs Profir-Petru Pârţachi Mahito Sugiyama 90 1 0 11 Apr 2025
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation Yixiang Chen Penglei Sun Xiang Li Xiaowen Chu 70 1 0 10 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye Xiao Chen Siqiang Luo 3DV 141 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 90 3 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 84 3 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 101 0 0 24 Mar 2025
Enhancing Retrieval Systems with Inference-Time Logical Reasoning Felix Faltings Wei Wei Yujia Bao LRM 54 1 0 22 Mar 2025
RePanda: Pandas-powered Tabular Verification and Reasoning Atoosa Malemir Chegini Keivan Rezaei Hamid Eghbalzadeh Soheil Feizi LRM 82 0 0 14 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 157 7 0 11 Mar 2025
Path Pooling: Training-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation Han Wang Yuan Feng Xike Xie S.Kevin Zhou 105 0 0 07 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 100 4 0 06 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats William Brach Kristián Košťál Michal Ries 480 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 173 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 117 2 0 27 Feb 2025
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation Yansen Wang Xinnan Dai Wenqi Fan Yao Ma 142 2 0 26 Feb 2025
HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge Shijie Huang Hanqian Li Yanggan Gu Xuming Hu Qing Li Guandong Xu 128 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 122 2 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 459 2 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 139 3 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 70 1 0 22 Feb 2025
R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs Sumin Jo Junseong Choi Jiho Kim Edward Choi 129 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 112 0 0 17 Feb 2025
Hybrid Graphs for Table-and-Text based Question Answering using LLMs Ankush Agarwal Ganesh S Chaitanya Devaguptapu LMTD 105 1 0 29 Jan 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 132 0 0 26 Jan 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 88 2 0 18 Jan 2025