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Memory

416 directly classified papers

Papers per year

Papers

Bridging Intuitive Associations and Deliberate Recall: Empowering LLM Personal Assistant with Graph-Structured Long-term Memory ACL 2025

Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms ACL 2025

FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025

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

CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025

Improving Factuality with Explicit Working Memory ACL 2025

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

EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 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

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025

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

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

Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025

ReSeeding Latent States for Sequential Language Understanding EMNLP 2025

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

Memory OS of AI Agent 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

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

Associative Transformer CVPR 2025

Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History CONLL 2025

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree ICCV 2025

An Efficient Context-Dependent Memory Framework for LLM-Centric Agents NAACL 2025

How Do Multilingual Language Models Remember Facts? ACL 2025