Title
MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents Z. Zhang Quanyu Dai Xu Chen Rui Li Z. Li Zhenhua Dong LLMAG 26 0 0 04 May 2025
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 65 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
DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation Xinglin Lyu Wei Tang Y. Li X. Zhao Ming Zhu ... Y. Lu Min Zhang Daimeng Wei Hao Yang Min Zhang 67 0 0 07 Apr 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
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning Xintong Li Jalend Bantupalli Ria Dharmani Yuwei Zhang Jingbo Shang 47 1 0 10 Mar 2025
A-MEM: Agentic Memory for LLM Agents Wujiang Xu Zujie Liang Kai Mei Hang Gao Juntao Tan Yongfeng Zhang LLMAG KELM RALM 84 14 0 17 Feb 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues Yubin Ge Salvatore Romeo Jason (Jinglun) Cai Raphael Shu Monica Sunkara Yassine Benajiba Yi Zhang LLMAG 70 1 0 03 Feb 2025
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Le Huang Hengzhi Lan Zijun Sun Chuan Shi Ting Bai 41 0 0 30 Oct 2024
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory Yutong Wang Jiali Zeng Xuebo Liu Derek F. Wong Fandong Meng Jie Zhou Min Zhang 65 8 0 10 Oct 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 81 1 0 20 Sep 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 91 9 0 17 Apr 2024
AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems Jiaying Lu Bo Pan Jieyi Chen Yingchaojie Feng Jingyuan Hu Yuchen Peng Wei Chen 26 13 0 14 Feb 2024
LV-Eval: A Balanced Long-Context Benchmark with 5 Length Levels Up to 256K Tao Yuan Xuefei Ning Dong Zhou Zhijie Yang Shiyao Li ... Dahua Lin Boxun Li Guohao Dai Shengen Yan Yu-Xiang Wang ALM 22 34 0 06 Feb 2024
The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey Saurav Pawar S.M. Towhidul Islam Tonmoy S. M. M. Zaman Vinija Jain Aman Chadha Amitava Das 18 24 0 15 Jan 2024
Attendre: Wait To Attend By Retrieval With Evicted Queries in Memory-Based Transformers for Long Context Processing Zi Yang Nan Hua RALM 29 4 0 10 Jan 2024
Using Zero-shot Prompting in the Automatic Creation and Expansion of Topic Taxonomies for Tagging Retail Banking Transactions Daniel de S. Moraes Pedro T. C. Santos P. B. D. Costa Matheus A. S. Pinto Ivan de J. P. Pinto ... Gabriela Tourinho Marcos Rabaioli Leandro Santos Fellipe Marques David Favaro 13 1 0 08 Jan 2024
Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory Lei Liu Xiaoyan Yang Yue Shen Binbin Hu Zhiqiang Zhang Jinjie Gu Guannan Zhang LRM LLMAG KELM 25 18 0 15 Nov 2023
Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial Haoyi Xiong Jiang Bian Sijia Yang Xiaofei Zhang Linghe Kong Daqing Zhang LRM LLMAG 14 5 0 24 Sep 2023
L-Eval: Instituting Standardized Evaluation for Long Context Language Models Chen An Shansan Gong Ming Zhong Xingjian Zhao Mukai Li Jun Zhang Lingpeng Kong Xipeng Qiu ELM ALM 30 132 0 20 Jul 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 240 1,070 0 05 Oct 2022
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao Lu Wang 64 36 0 21 Mar 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
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 234 690 0 27 Aug 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 246 1,982 0 28 Jul 2020