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Memory

416 directly classified papers

Papers per year

Papers

Memory OS of AI Agent EMNLP 2025

Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025

AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025

ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning EMNLP 2025

Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries EMNLP 2025

MemInsight: Autonomous Memory Augmentation for LLM Agents EMNLP 2025

PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process EMNLP 2025

LLM-Based Behavior Prediction for Social Media Users with Continuous Memory IJCNLP 2025

Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies IJCNLP 2025

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding COLING 2025

Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025

A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition ICCV 2025

Hierarchical Memory Organization for Wikipedia Generation ACL 2025

Finding your MUSE: Mining Unexpected Solutions Engine EMNLP 2025

Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL NAACL 2025

Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025

EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025

GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation CVPR 2025

Improving Factuality with Explicit Working Memory ACL 2025

Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025

OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025

HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing NAACL 2025

Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025

Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition ACL 2025

DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent COLING 2025