ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory

6 June 2023

Hang Zhao

Papers citing "ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory"

50 / 89 papers shown

Title
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 71 1 0 01 May 2025
From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs Yaxiong Wu Sheng Liang Chen Zhang Y. Wang Y. Zhang Huifeng Guo Ruiming Tang Y. Liu KELM 36 0 0 22 Apr 2025
Achieving Unanimous Consensus in Decision Making Using Multi-Agents Apurba Pokharel Ram Dantu Shakila Zaman Sirisha Talapuru Vinh Quach 38 1 0 02 Apr 2025
UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation Yuxuan Chen D. Guo Sen Mei Xinze Li Hao Chen ... Yukun Yan Zhenghao Liu S. Yu Zhiyuan Liu Maosong Sun VLM 30 0 0 31 Mar 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents Rana Salama Jason (Jinglun) Cai Michelle Yuan Anna Currey Monica Sunkara Yi Zhang Yassine Benajiba LLMAG RALM 79 1 0 27 Mar 2025
LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems R. M. Aratchige W. M. K. S. Ilmini LLMAG 38 0 0 13 Mar 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning Mufan Xu Gewen Liang Kehai Chen Wei Wang Xun Zhou M. Yang T. Zhao Min Zhang RALM 86 0 0 07 Mar 2025
HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization Zhenghao Liu H. Wang Xinze Li Qiushi Xiong Xiaocui Yang ... Yukun Yan Qi Shi Fangfang Li Ge Yu Maosong Sun LMTD 51 0 0 24 Feb 2025
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language Models Dehao Tao Congqi Wang Feng Huang Junhao Chen Yongfeng Huang Minghu Jiang 45 1 0 28 Jan 2025
EscapeBench: Pushing Language Models to Think Outside the Box Cheng Qian Peixuan Han Qinyu Luo Bingxiang He X. Chen ... Jiarui Yao Xiaocheng Yang Denghui Zhang Yunzhu Li Heng Ji LLMAG LRM 80 3 0 18 Dec 2024
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration Yuanhao Shen Xiaodan Zhu L. Chen 79 3 0 11 Dec 2024
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay Ruiheng Liu Jinyu Zhang Yanqi Song Yu Zhang Bailong Yang KELM CLL 65 1 0 10 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 77 11 0 04 Dec 2024
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms Minghe Gao Wendong Bu Bingchen Miao Yang Wu Yunfei Li Juncheng Billy Li Siliang Tang Qi Wu Yueting Zhuang Meng Wang LM&Ro 33 3 0 17 Nov 2024
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends Xin Zhang Victor S. Sheng AI4TS 26 3 0 07 Nov 2024
TableGPT2: A Large Multimodal Model with Tabular Data Integration Aofeng Su Aowen Wang Chao Ye Chen Zhou G. Zhang ... Xijun Gu X. Sun X. Li Y. Yang Zhiqing Xiao PINN VLM LMTD 52 5 0 04 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 67 2 0 01 Nov 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation Bowen Li Zhaoyu Li Qiwei Du Jinqi Luo Wenshan Wang ... Katia P. Sycara Pradeep Kumar Ravikumar Alexander G. Gray X. Si Sebastian A. Scherer AI4CE LRM 74 2 0 01 Nov 2024
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Le Huang Hengzhi Lan Zijun Sun Chuan Shi Ting Bai 54 0 0 30 Oct 2024
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards Xinze Li Sen Mei Zhenghao Liu Yukun Yan Shuo Wang ... H. Chen Ge Yu Zhiyuan Liu Maosong Sun Chenyan Xiong 37 6 0 17 Oct 2024
A Multi-LLM Orchestration Engine for Personalized, Context-Rich Assistance Sumedh Rasal 15 0 0 13 Oct 2024
Temporal Relational Reasoning of Large Language Models for Detecting Stock Portfolio Crashes Kelvin J.L. Koa Yunshan Ma Ritchie Ng Huanhuan Zheng Tat-Seng Chua AIFin 23 1 0 07 Oct 2024
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants Zeyu Zhang Quanyu Dai Luyu Chen Zeren Jiang Rui Li Jieming Zhu Xu Chen Yi Xie Zhenhua Dong Ji-Rong Wen LLMAG 23 4 0 30 Sep 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 83 1 0 20 Sep 2024
TravelAgent: An AI Assistant for Personalized Travel Planning Aili Chen Xuyang Ge Ziquan Fu Yanghua Xiao Jiangjie Chen LLMAG 24 8 0 12 Sep 2024
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation Yihang Zheng Bo-wen Li Zhenghao Lin Yi Luo Xuanhe Zhou Chen Lin Jinsong Su Guoliang Li Shifu Li ELM 41 1 0 05 Sep 2024
Symbolic Working Memory Enhances Language Models for Complex Rule Application Siyuan Wang Zhongyu Wei Yejin Choi Xiang Ren LRM LLMAG 31 8 0 24 Aug 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model Mengkang Hu Tianxing Chen Qiguang Chen Yao Mu Wenqi Shao Ping Luo LM&Ro LLMAG RALM 21 3 0 18 Aug 2024
A Survey on Employing Large Language Models for Text-to-SQL Tasks Liang Shi Zhengju Tang Nan Zhang Xiaotong Zhang Zhi Yang 26 19 0 21 Jul 2024
Relational Database Augmented Large Language Model Zongyue Qin Chen Luo Zhengyang Wang Haoming Jiang Yizhou Sun KELM 27 2 0 21 Jul 2024
ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning Zhongsheng Wang Jiamou Liu Qiming Bao Hongfei Rong Jingfeng Zhang KELM LRM 35 4 0 14 Jul 2024
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation Biqing Qi Kaiyan Zhang Kai Tian Haoxiang Li Zhang-Ren Chen Sihang Zeng Ermo Hua Hu Jinfang Bowen Zhou LM&MA 33 7 0 12 Jul 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism Bo Wang Heyan Huang Yixin Cao Jiahao Ying Wei Tang Chong Feng KELM 26 0 0 19 Jun 2024
PaCE: Parsimonious Concept Engineering for Large Language Models Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan D. Thaker Aditya Chattopadhyay Chris Callison-Burch René Vidal CVBM 35 7 0 06 Jun 2024
Efficient Knowledge Infusion via KG-LLM Alignment Zhouyu Jiang Ling Zhong Mengshu Sun Jun Xu Rui Sun Hui Cai Shuhan Luo Zhiqiang Zhang 29 9 0 06 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 24 12 0 03 Jun 2024
Position: Foundation Agents as the Paradigm Shift for Decision Making Xiaoqian Liu Xingzhou Lou Jianbin Jiao Junge Zhang OffRL LLMAG 31 5 0 27 May 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 37 35 0 20 May 2024
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation C. Zakka Joseph Cho Gracia Fahed R. Shad Michael Moor ... Vishnu Ravi Oliver Aalami Roxana Daneshjou Akshay Chaudhari W. Hiesinger 19 0 0 30 Apr 2024
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu Xiang Chen Julian McAuley Shuai Li LRM 41 16 0 24 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 34 105 0 21 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 96 9 0 17 Apr 2024
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models Siqiao Xue Danrui Qi Caigao Jiang Wenhui Shi Fangyin Cheng ... Fan Zhou Hong Yi Shaodong Liu Hongjun Yang Faqiang Chen LM&MA LLMAG 38 3 0 16 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 36 62 0 03 Apr 2024
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs Jingzhe Shi Jialuo Li Qinwei Ma Zaiwen Yang Huan Ma Lei Li 18 5 0 31 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 44 20 0 28 Mar 2024
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production Jiuniu Wang Zehua Du Yuyuan Zhao Bo Yuan Kexiang Wang ... Yihen Lu Gengliang Li Junlong Gao Xin Tu Zhenyu Guo LLMAG VGen 22 7 0 12 Mar 2024
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error Boshi Wang Hao Fang Jason Eisner Benjamin Van Durme Yu-Chuan Su CLL 24 7 0 07 Mar 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 35 6 0 26 Feb 2024
PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering Yiming Du Hongru Wang Zhengyi Zhao Bin Liang Baojun Wang Wanjun Zhong Zezhong Wang Kam-Fai Wong RALM 31 7 0 26 Feb 2024