Memory

Finding your MUSE: Mining Unexpected Solutions Engine EMNLP 2025 Flashback: Memory Mechanism for Enhancing Memory Efficiency and Speed in Deep Sequential Models COLING 2025 Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025 From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs ICLR 2025 From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents ACL 2025 Generation-Based and Emotion-Reflected Memory Update: Creating the KEEM Dataset for Better Long-Term Conversation COLING 2025 GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation CVPR 2025 Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025 Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025 Hello Again! LLM-powered Personalized Agent for Long-term Dialogue NAACL 2025 HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model ACL 2025 HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning AAAI 2025 Hierarchical Memory Organization for Wikipedia Generation ACL 2025 HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models CVPR 2025 H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving AAAI 2025 HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing NAACL 2025 How Do Multilingual Language Models Remember Facts? ACL 2025 Human-inspired Episodic Memory for Infinite Context LLMs ICLR 2025 Improving Factuality with Explicit Working Memory ACL 2025 In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents ACL 2025 Internal states before wait modulate reasoning patterns EMNLP 2025 Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History CoNLL 2025 Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025 Language Repository for Long Video Understanding ACL 2025 Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025