Computation and Language · Computer Science
Strong Memory, Weak Control: An Empirical Study of Executive Functioning in LLMs
Karin de Langis, Jong Inn Park, Bin Hu, Khanh Chi Le +4
2025-12-01
Artificial Intelligence · Computer Science
How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior
Zidi Xiong, Yuping Lin, Wenya Xie, Pengfei He +4
2025-10-14
Computation and Language · Computer Science
Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework
Yanchen Wu, Tenghui Lin, Yingli Zhou, Fangyuan Zhang +6
2026-05-04
Computation and Language · Computer Science
MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
Haoran Tan, Zeyu Zhang, Chen Ma, Xu Chen +2
2025-06-30
Computation and Language · Computer Science
Large-scale study of human memory for meaningful narratives
Antonios Georgiou, Tankut Can, Mikhail Katkov, Misha Tsodyks
2024-11-26
Machine Learning · Computer Science
MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems
Qingyao Ai, Yichen Tang, Changyue Wang, Jianming Long +2
2026-05-12
Machine Learning · Computer Science
Evaluating Memory Structure in LLM Agents
Alina Shutova, Alexandra Olenina, Ivan Vinogradov, Anton Sinitsin
2026-05-25
Computation and Language · Computer Science
On the Structural Memory of LLM Agents
Ruihong Zeng, Jinyuan Fang, Siwei Liu, Zaiqiao Meng
2024-12-23
Computation and Language · Computer Science
Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness
Rongzhe Wei, Peizhi Niu, Hans Hao-Hsun Hsu, Ruihan Wu +8
2025-10-23
Computation and Language · Computer Science
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
Bahare Fatemi, Mehran Kazemi, Anton Tsitsulin, Karishma Malkan +5
2024-06-14
Computation and Language · Computer Science
Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style
Yuepei Li, Kang Zhou, Qiao Qiao, Bach Nguyen +2
2025-07-11
Machine Learning · Computer Science
Learn to Memorize: Optimizing LLM-based Agents with Adaptive Memory Framework
Zeyu Zhang, Quanyu Dai, Rui Li, Xiaohe Bo +2
2025-08-26
Machine Learning · Computer Science
Generalization of Reinforcement Learners with Working and Episodic Memory
Meire Fortunato, Melissa Tan, Ryan Faulkner, Steven Hansen +5
2020-02-20
Human-Computer Interaction · Computer Science
Understanding Users' Privacy Perceptions Towards LLM's RAG-based Memory
Shuning Zhang, Rongjun Ma, Ying Ma, Shixuan Li +3
2025-08-12
Computation and Language · Computer Science
Towards Robust Evaluation of Unlearning in LLMs via Data Transformations
Abhinav Joshi, Shaswati Saha, Divyaksh Shukla, Sriram Vema +3
2024-11-26
Machine Learning · Computer Science
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Egor Cherepanov, Nikita Kachaev, Artem Zholus, Alexey K. Kovalev +1
2026-03-05
Computation and Language · Computer Science
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction
Yihuai Hong, Dian Zhou, Meng Cao, Lei Yu +1
2025-04-01
Computation and Language · Computer Science
How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison
Jiayin Wang, Zhiquang Guo, Weizhi Ma, Min Zhang
2025-08-07
Computation and Language · Computer Science
Minerva: A Programmable Memory Test Benchmark for Language Models
Menglin Xia, Victor Ruehle, Saravan Rajmohan, Reza Shokri
2025-06-10