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
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Sheng Xu Rongguang Ye ... Shuai Wang Guofa Li Zhenyu Chen Guangxu Zhu Yik-Chung Wu FedML 40 10 0 07 May 2024
Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems Chuang Li Yang Deng Hengchang Hu Min-Yen Kan Haizhou Li 23 7 0 03 May 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 27 3 0 30 Apr 2024
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction Jack Boylan Shashank Mangla Dominic Thorn D. Ghalandari Parsa Ghaffari Chris Hokamp SLR 27 0 0 24 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 24 21 0 23 Apr 2024
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering Yao Xu Shizhu He Jiabei Chen Zihao W. Wang Yangqiu Song Hanghang Tong Kang Liu Jun Zhao 27 15 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 54 36 0 23 Apr 2024
iTBLS: A Dataset of Interactive Conversations Over Tabular Information Anirudh S. Sundar Christopher Richardson William Gay Larry Heck LMTD 26 1 0 19 Apr 2024
Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering Yuqi Wang Boran Jiang Yi Luo Dawei He Peng Cheng Liangcai Gao LRM 14 1 0 16 Apr 2024
TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition Md Mahadi Hasan Nahid Davood Rafiei LRM LMTD ReLM 18 15 0 15 Apr 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs Lei Sun Zhengwei Tao Youdi Li Hiroshi Arakawa 34 3 0 11 Apr 2024
Prompting for Numerical Sequences: A Case Study on Market Comment Generation Masayuki Kawarada Tatsuya Ishigaki Hiroya Takamura 25 3 0 03 Apr 2024
The Future of Combating Rumors? Retrieval, Discrimination, and Generation Junhao Xu Longdi Xian Zening Liu Mingliang Chen Qiuyang Yin Fenghua Song 23 2 0 29 Mar 2024
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios Xiaokang Zhang Jing Zhang Zeyao Ma Yang Li Bohan Zhang ... D. Li Shu Zhao Juan-Zi Li Jie Tang J. Tang LMTD RALM 37 20 0 28 Mar 2024
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs Xiaobin Zhang Liangjun Zang Qianwen Liu Shuchong Wei Songlin Hu 27 1 0 22 Mar 2024
Comprehensive Reassessment of Large-Scale Evaluation Outcomes in LLMs: A Multifaceted Statistical Approach Kun Sun Rong Wang Anders Sogaard 24 3 0 22 Mar 2024
Exploring the Potential of Large Language Models in Graph Generation Yang Yao Xin Eric Wang Zeyang Zhang Yi Qin Ziwei Zhang Xu Chu Yuekui Yang Wenwu Zhu Hong-yan Mei 19 11 0 21 Mar 2024
A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation Bowen Zheng Zihan Lin Enze Liu Chen Yang Enyang Bai Cheng Ling Wayne Xin Zhao Ji-Rong Wen 19 4 0 20 Mar 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction Xiang Huang Sitao Cheng Shanshan Huang Jiayu Shen Yong Xu Chaoyun Zhang Yuzhong Qu KELM LRM 33 9 0 18 Mar 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments Sitao Cheng Ziyuan Zhuang Yong Xu Fangkai Yang Chaoyun Zhang ... Ling Chen Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang KELM LLMAG LRM 31 14 0 13 Mar 2024
SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models Yibin Chen Yifu Yuan Zeyu Zhang Yan Zheng Jinyi Liu Fei Ni Jianye Hao Hangyu Mao Fuzheng Zhang LMTD LRM 21 1 0 06 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 46 7 0 04 Mar 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation Zeyuan Ma Hongshu Guo Jiacheng Chen Guojun Peng Zhiguang Cao Yining Ma Yue-jiao Gong SyDa ALM 14 17 0 02 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 101 215 0 29 Feb 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 30 63 0 27 Feb 2024
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding Alex Zhuang Ge Zhang Tianyu Zheng Xinrun Du Junjie Wang Weiming Ren Stephen W. Huang Jie Fu Xiang Yue Wenhu Chen LMTD 40 14 0 26 Feb 2024
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models Yifu Gao Linbo Qiao Zhigang Kan Zhihua Wen Yongquan He Dongsheng Li 30 6 0 26 Feb 2024
CodeS: Towards Building Open-source Language Models for Text-to-SQL Haoyang Li Jing Zhang Hanbing Liu Ju Fan Xiaokang Zhang Jun Zhu Renjie Wei Hongyan Pan Cuiping Li Hong Chen ELM AI4TS 30 91 0 26 Feb 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models Guanming Xiong Junwei Bao Wen Zhao KELM 40 8 0 23 Feb 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments Yu Gu Yiheng Shu Hao Yu Xiao Liu Yuxiao Dong Jie Tang Jayanth Srinivasa Hugo Latapie Yu-Chuan Su KELM LLMAG 12 25 0 22 Feb 2024
Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models Younghun Lee Sungchul Kim Tong Yu Ryan A. Rossi Xiang Chen LLMAG 28 0 0 22 Feb 2024
Microstructures and Accuracy of Graph Recall by Large Language Models Yanbang Wang Hejie Cui Jon M. Kleinberg 16 2 0 19 Feb 2024
Large Language Models Can Better Understand Knowledge Graphs Than We Thought Xinbang Dai Yuncheng Hua Tongtong Wu Yang Sheng Qiu Ji Guilin Qi 66 0 0 18 Feb 2024
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Yang Song Chen Zhu Hengshu Zhu Ji-Rong Wen LLMAG RALM 11 35 0 17 Feb 2024
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment Jianing Wang Junda Wu Yupeng Hou Yao Liu Ming Gao Julian McAuley 12 12 0 13 Feb 2024
A Survey of Table Reasoning with Large Language Models Xuanliang Zhang Dingzirui Wang Longxu Dou Qingfu Zhu Wanxiang Che LMTD LRM 12 4 0 13 Feb 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 96 16 0 12 Feb 2024
GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding Stefan Dernbach Khushbu Agarwal Alejandro Zuniga Michael Henry Sutanay Choudhury 20 8 0 09 Feb 2024
An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration Yihao Li Ru Zhang Jianyi Liu LRM 55 15 0 07 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 16 152 0 06 Feb 2024
Similarity-based Neighbor Selection for Graph LLMs Rui Li Jiwei Li Jiawei Han Guoyin Wang 12 3 0 06 Feb 2024
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion Yanbin Wei Qiushi Huang James T. Kwok Yu Zhang 20 18 0 04 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 46 21 0 04 Feb 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases Jiajie Zhang S. Cao Linmei Hu Ling Feng Lei Hou Juanzi Li KELM 23 3 0 02 Feb 2024
CABINET: Content Relevance based Noise Reduction for Table Question Answering Sohan Patnaik Heril Changwal Milan Aggarwal Sumita Bhatia Yaman Kumar Balaji Krishnamurthy LMTD RALM 23 18 0 02 Feb 2024
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint Zhipeng Chen Kun Zhou Wayne Xin Zhao Junchen Wan Fuzheng Zhang Di Zhang Ji-Rong Wen KELM 31 32 0 11 Jan 2024
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering Jinxi Liu S. Cao Jiaxin Shi Tingjian Zhang Lunyiu Nie Linmei Hu Lei Hou Juanzi Li ELM 8 3 0 11 Jan 2024
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM Chaojie Wang Yishi Xu Zhong Peng Chenxi Zhang Bo Chen Xinrun Wang Lei Feng Bo An 70 18 0 31 Dec 2023
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Yaliang Li Ji-Rong Wen LRM 13 9 0 30 Dec 2023
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph Tiezheng Guo Qingwen Yang Chen Wang Yanyi Liu Pan Li Jiawei Tang Dapeng Li Yingyou Wen RALM LRM 18 19 0 26 Dec 2023