Memory

LLM-Based Behavior Prediction for Social Media Users with Continuous Memory IJCNLP 2025 LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025 Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025 Look Before You Leap: Universal Emergent Mechanism for Retrieval in Language Models ICLR 2025 MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation NAACL 2025 MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation ACL 2025 MELODI: Exploring Memory Compression for Long Contexts ICLR 2025 MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents ACL 2025 MemInsight: Autonomous Memory Augmentation for LLM Agents EMNLP 2025 Memorization: A Close Look at Books ACL 2025 Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025 Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding EMNLP 2025 Memory Mosaics ICLR 2025 Memory OS of AI Agent EMNLP 2025 Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025 Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025 MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025 MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025 MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025 MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory ICLR 2025 MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents NAACL 2025 On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025 OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025 Personalized Large Language Model Assistant with Evolving Conditional Memory COLING 2025 Planning from Imagination: Episodic Simulation and Episodic Memory for Vision-and-Language Navigation AAAI 2025