MemoryBank: Enhancing Large Language Models with Long-Term Memory

17 May 2023

Papers citing "MemoryBank: Enhancing Large Language Models with Long-Term Memory"

50 / 78 papers shown

Title
Architectural Precedents for General Agents using Large Language Models R. Wray James R. Kirk John E. Laird LLMAG AI4TS AI4CE 14 0 0 11 May 2025
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory Prateek Chhikara Dev Khant Saket Aryan Taranjeet Singh Deshraj Yadav LLMAG RALM 58 0 0 28 Apr 2025
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval Hang Yu Jiahao Wen Zhedong Zheng 46 0 0 26 Apr 2025
Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution Junjie Chen H. Li Jingli Yang Y. Liu Qingyao Ai LLMAG 80 0 0 23 Apr 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 1 0 22 Apr 2025
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Ehsan Ahmadi Chao Wang 27 0 0 21 Apr 2025
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models Zhouhang Xie Junda Wu Yiran Shen Yu Xia Xintong Li ... Sachin Kumar Bodhisattwa Prasad Majumder Jingbo Shang Prithviraj Ammanabrolu Julian McAuley 31 0 0 09 Apr 2025
Cognitive Memory in Large Language Models Lianlei Shan Shixian Luo Zezhou Zhu Yu Yuan Yong Wu LLMAG KELM 75 1 0 03 Apr 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 58 1 0 27 Mar 2025
Do Your Best and Get Enough Rest for Continual Learning Hankyul Kang Gregor Seifer Donghyun Lee Jongbin Ryu VLM 54 0 0 24 Mar 2025
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms Seungwon Lim Sungwoong Kim Jihwan Yu Sungjae Lee Jiwan Chung Youngjae Yu 64 1 0 18 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
ACAI for SBOs: AI Co-creation for Advertising and Inspiration for Small Business Owners Nimisha Karnatak Adrien Baranes Rob Marchant Triona Butler Kristen Olson 73 0 0 09 Mar 2025
A-MEM: Agentic Memory for LLM Agents Wujiang Xu Zujie Liang Kai Mei Hang Gao Juntao Tan Yongfeng Zhang LLMAG KELM RALM 95 15 0 17 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents Zhuoshi Pan Qianhui Wu Huiqiang Jiang Xufang Luo Hao Cheng ... Y. Yang Chin-Yew Lin H. V. Zhao Lili Qiu Jianfeng Gao RALM 56 3 0 08 Feb 2025
Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval Libo Wang 55 0 0 24 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 57 1 0 20 Jan 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning Xiangru Tang Tianyu Hu Muyang Ye Yanjun Shao Xunjian Yin ... Pan Lu Zhuosheng Zhang Yilun Zhao Arman Cohan Mark B. Gerstein LLMAG LRM AI4CE 62 5 0 11 Jan 2025
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 80 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
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Le Huang Hengzhi Lan Zijun Sun Chuan Shi Ting Bai 65 0 0 30 Oct 2024
Language Agents Meet Causality -- Bridging LLMs and Causal World Models John Gkountouras Matthias Lindemann Phillip Lippe E. Gavves Ivan Titov LRM 23 0 0 25 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 30 4 0 17 Oct 2024
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer Haotian Tang Yecheng Wu Shang Yang Enze Xie Junsong Chen Junyu Chen Zhuoyang Zhang Han Cai Y. Lu Song Han 61 32 0 14 Oct 2024
Can a large language model be a gaslighter? Wei Li Luyao Zhu Yang Song Ruixi Lin Rui Mao Yang You 21 0 0 11 Oct 2024
Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks Mathis Pink Vy A. Vo Qinyuan Wu Jianing Mu Javier S. Turek Uri Hasson K. A. Norman Sebastian Michelmann Alexander G. Huth Mariya Toneva 26 1 0 10 Oct 2024
Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems Donghyun Lee Mo Tiwari LLMAG 26 8 0 09 Oct 2024
Generating Synthetic Datasets for Few-shot Prompt Tuning Xu Guo Zilin Du Boyang Li Chunyan Miao 21 1 0 08 Oct 2024
Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models David Castillo-Bolado Joseph Davidson Finlay Gray Marek Rosa 26 2 0 30 Sep 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 86 1 0 20 Sep 2024
LLM-Agent-UMF: LLM-based Agent Unified Modeling Framework for Seamless Integration of Multi Active/Passive Core-Agents Amine B. Hassouna Hana Chaari Ines Belhaj LLMAG 30 1 0 17 Sep 2024
Towards Ethical Personal AI Applications: Practical Considerations for AI Assistants with Long-Term Memory Eunhae Lee 21 0 0 17 Sep 2024
Can AI Prompt Humans? Multimodal Agents Prompt Players' Game Actions and Show Consequences to Raise Sustainability Awareness Qinshi Zhang Ruoyu Wen Zijian Ding Latisha Besariani Hendra Ray LC LLMAG 40 0 0 13 Sep 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 60 15 0 01 Aug 2024
Robots Can Multitask Too: Integrating a Memory Architecture and LLMs for Enhanced Cross-Task Robot Action Generation Hassan Ali Philipp Allgeuer Carlo Mazzola Giulia Belgiovine Burak Can Kaplan Stefan Wermter 43 2 0 18 Jul 2024
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue Hao Li Chenghao Yang An Zhang Yang Deng Xiang Wang Tat-Seng Chua LLMAG 71 24 0 09 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 47 12 0 06 Jun 2024
Toward Conversational Agents with Context and Time Sensitive Long-term Memory Nick Alonso Tomás Figliolia A. Ndirango Beren Millidge RALM 3DV 48 3 0 29 May 2024
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance Matthew Renze Erhan Guven LRM LLMAG 31 34 0 05 May 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 50 72 0 28 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
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 39 62 0 03 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 66 49 0 02 Apr 2024
Eternagram: Probing Player Attitudes in Alternate Climate Scenarios Through a ChatGPT-Driven Text Adventure Suifang Zhou Latisha Besariani Hendra Qinshi Zhang Jussi Holopainen LC Ray AI4CE 18 1 0 26 Mar 2024
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens Cunxiang Wang Ruoxi Ning Boqi Pan Tonghui Wu Qipeng Guo ... Guangsheng Bao Xiangkun Hu Zheng Zhang Qian Wang Yue Zhang RALM 69 3 0 18 Mar 2024
Language to Map: Topological map generation from natural language path instructions Hideki Deguchi Kazuki Shibata Shun Taguchi 26 1 0 15 Mar 2024
Online Adaptation of Language Models with a Memory of Amortized Contexts Jihoon Tack Jaehyung Kim Eric Mitchell Jinwoo Shin Yee Whye Teh Jonathan Richard Schwarz KELM 40 18 0 07 Mar 2024
Ever-Evolving Memory by Blending and Refining the Past Seo Hyun Kim Keummin Ka Yohan Jo Seung-won Hwang Dongha Lee Jinyoung Yeo KELM 23 1 0 03 Mar 2024
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts Kuang-Huei Lee Xinyun Chen Hiroki Furuta John F. Canny Ian S. Fischer RALM 53 29 0 15 Feb 2024