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"

39 / 189 papers shown

Title
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL Bing Wang Changyu Ren Jian Yang Xinnian Liang Jiaqi Bai ... Zhao Yan Qian-Wen Zhang Di Yin Xing Sun Zhoujun Li 23 48 0 18 Dec 2023
Large Language Models on Graphs: A Comprehensive Survey Bowen Jin Gang Liu Chi Han Meng-Long Jiang Heng Ji Jiawei Han AI4CE 24 120 0 05 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 43 5 0 05 Dec 2023
Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models Jinyoung Park Ameen Patel Omar Zia Khan Hyunwoo J. Kim Jooyeon Kim KELM LRM ReLM 23 4 0 16 Nov 2023
Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning Xin Su Tiep Le Steven Bethard Phillip Howard LRM KELM 10 5 0 14 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 16 80 0 14 Nov 2023
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering Yichi Zhang Zhuo Chen Yin Fang Yanxi Lu Fangming Li Wen Zhang Hua-zeng Chen 53 28 0 11 Nov 2023
Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models Simon Stepputtis Joseph Campbell Yaqi Xie Zhengyang Qi W. Zhang Ruiyi Wang Sanketh Rangreji Michael Lewis Katia P. Sycara LLMAG 19 8 0 09 Nov 2023
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? Zeyang Zhang Xin Eric Wang Ziwei Zhang Haoyang Li Yi Qin Wenwu Zhu 16 24 0 26 Oct 2023
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models Jiho Kim Yeonsu Kwon Yohan Jo Edward Choi 19 24 0 17 Oct 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Yifan Zhu Luu Anh Tuan RALM 18 37 0 13 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 31 170 0 11 Oct 2023
Making Large Language Models Perform Better in Knowledge Graph Completion Yichi Zhang Zhuo Chen Lingbing Guo Yajing Xu Wen Zhang Hua-zeng Chen 16 40 0 10 Oct 2023
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models Junchi Yu Ran He Rex Ying LRM 38 13 0 06 Oct 2023
OceanGPT: A Large Language Model for Ocean Science Tasks Zhen Bi Ningyu Zhang Yida Xue Yixin Ou Daxiong Ji Guozhou Zheng Huajun Chen ALM LLMAG 15 27 0 03 Oct 2023
SEED: Domain-Specific Data Curation With Large Language Models Zui Chen Lei Cao Samuel Madden Tim Kraska Zeyuan Shang Ju Fan Nan Tang Zihui Gu Chunwei Liu Michael Cafarella 21 7 0 01 Oct 2023
Redefining Qualitative Analysis in the AI Era: Utilizing ChatGPT for Efficient Thematic Analysis He Zhang Chuhao Wu Jingyi Xie Yao Lyu Jie Cai John M. Carroll 19 48 0 19 Sep 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 19 9 0 15 Aug 2023
Language is All a Graph Needs Ruosong Ye Caiqi Zhang Runhui Wang Shuyuan Xu Yongfeng Zhang AI4CE 37 150 0 14 Aug 2023
Gentopia: A Collaborative Platform for Tool-Augmented LLMs Binfeng Xu Xukun Liu Hua Shen Zeyu Han Yuhan Li Murong Yue Zhi-Ping Peng Yuchen Liu Ziyu Yao Dongkuan Xu LLMAG 14 18 0 08 Aug 2023
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph Jiashuo Sun Chengjin Xu Lumingyuan Tang Sai Wang Chen Lin Yeyun Gong Lionel M. Ni H. Shum Jian Guo LRM 14 59 0 15 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 49 1,464 0 06 Jul 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 19 684 0 14 Jun 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Y. Zhuang LLMAG 18 50 0 12 Jun 2023
Mind2Web: Towards a Generalist Agent for the Web Xiang Deng Yu Gu Boyuan Zheng Shijie Chen Samuel Stevens Boshi Wang Huan Sun Yu-Chuan Su LLMAG 17 393 0 09 Jun 2023
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning Beichen Zhang Kun Zhou Xilin Wei Wayne Xin Zhao Jing Sha Shijin Wang Ji-Rong Wen LRM 17 32 0 04 Jun 2023
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking Jiayan Guo Lun Du Hengyu Liu Mengyu Zhou Xinyi He Shi Han AI4MH 19 154 0 24 May 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models Z. Chen Kun Zhou Beichen Zhang Zheng Gong Wayne Xin Zhao Ji-Rong Wen KELM LRM 19 20 0 23 May 2023
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models Junyi Li Xiaoxue Cheng Wayne Xin Zhao J. Nie Ji-Rong Wen HILM VLM 12 228 0 19 May 2023
Evaluating Object Hallucination in Large Vision-Language Models Yifan Li Yifan Du Kun Zhou Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen MLLM LRM 20 688 0 17 May 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 61 143 0 12 Mar 2023
One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data Simone Luetto Fabrizio Garuti E. Sangineto L. Forni Rita Cucchiara LMTD AI4TS 77 10 0 13 Feb 2023
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 19 4 0 17 Dec 2022
Towards Generalizable and Robust Text-to-SQL Parsing Chang Gao Bowen Li Wenxuan Zhang W. Lam Binhua Li Fei Huang Luo Si Yongbin Li 20 5 0 23 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 109 195 0 06 Oct 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 50 57 0 17 May 2022
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 301 11,730 0 04 Mar 2022
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals Gaole He Yunshi Lan Jing Jiang Wayne Xin Zhao Ji-Rong Wen 105 150 0 11 Jan 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 195 87 0 29 Dec 2020