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Memory

416 directly classified papers

Papers per year

Papers

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

SynapticRAG: Enhancing Temporal Memory Retrieval in Large Language Models through Synaptic Mechanisms ACL 2025

DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates ACL 2025

Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025

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

On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025

MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025

MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025

Language Repository for Long Video Understanding ACL 2025

Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025

Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024

An Adversarial Example for Direct Logit Attribution: Memory Management in GELU-4L EMNLP 2024

Graph Representations for Machine Translation in Dialogue Settings EMNLP 2024

Memorizing Documents with Guidance in Large Language Models IJCAI 2024

SMR: State Memory Replay for Long Sequence Modeling ACL 2024

Working Memory Capacity of ChatGPT: An Empirical Study AAAI 2024

Chain and Causal Attention for Efficient Entity Tracking EMNLP 2024

Consecutive Batch Model Editing with HooK Layers EMNLP 2024

Working Memory Identifies Reasoning Limits in Language Models EMNLP 2024

TTM-RE: Memory-Augmented Document-Level Relation Extraction ACL 2024

QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024

MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models COLING 2024

Conceptual Pacts for Reference Resolution Using Small, Dynamically Constructed Language Models: A Study in Puzzle Building Dialogues COLING 2024

Linking In-context Learning in Transformers to Human Episodic Memory NIPS 2024

MemoryBank: Enhancing Large Language Models with Long-Term Memory AAAI 2024