Memory

Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms ACL 2025 Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue EMNLP 2025 PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process EMNLP 2025 Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries EMNLP 2025 R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory ACL 2025 R3Mem: Bridging Memory Retention and Retrieval via Reversible Compression ACL 2025 RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models CVPR 2025 Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025 Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon ICLR 2025 RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ACL 2025 ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing ICLR 2025 ReSeeding Latent States for Sequential Language Understanding EMNLP 2025 ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025 SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree ICCV 2025 Sample Efficient Alignment Learning With Episodic Control EMNLP 2025 SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents ICLR 2025 Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning ICLR 2025 StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents EMNLP 2025 SynapticRAG: Enhancing Temporal Memory Retrieval in Large Language Models through Synaptic Mechanisms ACL 2025 Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition EMNLP 2025 Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning EMNLP 2025 Towards Lifelong Dialogue Agents via Timeline-based Memory Management NAACL 2025 Towards Long-Horizon Vision-Language-Action System: Reasoning, Acting and Memory ICCV 2025 Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL NAACL 2025 Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues AAAI 2025