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Human-inspired Episodic Memory for Infinite Context LLMs

12 July 2024

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Papers citing "Human-inspired Episodic Memory for Infinite Context LLMs"

23 / 23 papers shown

Title
Titans Revisited: A Lightweight Reimplementation and Critical Analysis of a Test-Time Memory Model Gavriel Di Nepi F. Siciliano Fabrizio Silvestri AI4TS 36 0 0 10 Oct 2025
Mem-α: Learning Memory Construction via Reinforcement Learning Yu Wang Ryuichi Takanobu Zhiqi Liang Yuzhen Mao Yuanzhe Hu Julian McAuley X. Wu LLMAG RALM KELM 91 0 0 30 Sep 2025
Memento: Fine-tuning LLM Agents without Fine-tuning LLMs Huichi Zhou Yihang Chen Siyuan Guo Xue Yan Kin-Hei Lee ... Ka Yiu Lee Guchun Zhang Youssef Attia El Hili Linyi Yang Jun Wang LLMAG 264 7 0 22 Aug 2025
Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures Parsa Omidi Xingshuai Huang Axel Laborieux Bahareh Nikpour Tianyu Shi A. Eshaghi 124 0 0 14 Aug 2025
Nemori: Self-Organizing Agent Memory Inspired by Cognitive Science Jiayan Nan Wenquan Ma Wenlong Wu Yize Chen 156 5 0 05 Aug 2025
Technological folie à deux: Feedback Loops Between AI Chatbots and Mental Illness Sebastian Dohnány Zeb Kurth-Nelson Eleanor Spens Lennart Luettgau Alastair Reid Iason Gabriel Christopher Summerfield Murray Shanahan Matthew M Nour AI4MH 152 11 0 25 Jul 2025
Learn from the Past: Fast Sparse Indexing for Large Language Model Decoding Feiyu Yao Qian Wang 197 0 0 30 May 2025
Bottlenecked Transformers: Periodic KV Cache Consolidation for Generalised Reasoning Adnan Oomerjee Zafeirios Fountas Haitham Bou-Ammar Haitham Bou-Ammar 260 0 0 22 May 2025
Scale-invariant Attention Ben Anson Xi Wang Laurence Aitchison LRM 229 2 0 20 May 2025
Memorization and Knowledge Injection in Gated LLMs Xu Pan Ely Hahami Zechen Zhang H. Sompolinsky KELM CLL RALM 253 3 0 30 Apr 2025
Streaming Video Question-Answering with In-context Video KV-Cache RetrievalInternational Conference on Learning Representations (ICLR), 2025 Shangzhe Di Zhelun Yu Guanghao Zhang Haoyuan Li Tao Zhong Hao Cheng Bolin Li Wanggui He Fangxun Shu Hao Jiang 165 29 0 01 Mar 2025
Self-Adjust Softmax Chuanyang Zheng Yihang Gao Guoxuan Chen Han Shi Jing Xiong Xiaozhe Ren Chao Huang Xin Jiang Zhiyu Li Yu Li 223 3 0 25 Feb 2025
Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs Gengyuan Zhang Mingcong Ding Tong Liu Yao Zhang Volker Tresp 377 2 0 24 Feb 2025
Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference Q. Xiao Jiachuan Wang Haoyang Li Cheng Deng Xiangbo Shu Shuangyin Li Yongqi Zhang Jun Wang Lei Chen LLMSV 186 1 0 20 Feb 2025
Al-Khwarizmi: Discovering Physical Laws with Foundation Models Christopher E. Mower Haitham Bou-Ammar AI4CE 686 4 0 03 Feb 2025
Episodic Memories Generation and Evaluation Benchmark for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2025 Alexis Huet Zied Ben-Houidi Dario Rossi LLMAG 165 7 0 21 Jan 2025
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Fan Zhang Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Xinyi Zheng Miao Liu Junxiao Shen 509 7 0 01 Nov 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 178 7 0 10 Oct 2024
DAPE V2: Process Attention Score as Feature Map for Length ExtrapolationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Chuanyang Zheng Yihang Gao Han Shi Jing Xiong Jiankai Sun ... Xiaozhe Ren Michael Ng Xin Jiang Zhenguo Li Yu Li 274 11 0 07 Oct 2024
HySem: A context length optimized LLM pipeline for unstructured tabular extraction Narayanan PP A. P. N. Iyer 210 1 0 18 Aug 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 285 58 0 22 Jul 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 583 360 0 27 May 2024
Large Language Models and Games: A Survey and Roadmap Roberto Gallotta Graham Todd Marvin Zammit Sam Earle Antonios Liapis Julian Togelius Georgios N. Yannakakis LLMAG LM&MA AI4CE LRM 368 130 0 28 Feb 2024