Memory

Bridging Intuitive Associations and Deliberate Recall: Empowering LLM Personal Assistant with Graph-Structured Long-term Memory ACL 2025 CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding COLING 2025 CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory ACL 2025 CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025 CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025 Continual Learning of Personalized Generative Face Models with Experience Replay WACV 2025 Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025 Deep Reinforcement Learning with Time-Scale Invariant Memory AAAI 2025 DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory ICLR 2025 Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition ACL 2025 Does Spatial Cognition Emerge in Frontier Models? ICLR 2025 DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent COLING 2025 Dynamic Steering With Episodic Memory For Large Language Models ACL 2025 DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025 Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training NAACL 2025 Emergence of the Primacy Effect in Structured State-Space Models ACML 2025 Episodic Memories Generation and Evaluation Benchmark for Large Language Models ICLR 2025 EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025 ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025 Evaluating the Long-Term Memory of Large Language Models ACL 2025 Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics EMNLP 2025 Exploring Temporally-Aware Features for Point Tracking CVPR 2025 Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies IJCNLP 2025 External Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding IJCAI 2025 FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025