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episodic memory

86 papers

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Also known as

EM

Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) large language model (13587) reinforcement learning (4352) semantic memory (24) deep reinforcement learning (903) question answering (2963) lifelong learning (148) retrieval-augmented generation (1592) experience replay (99)

Papers

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs ACL 2026
Value-Driven Memory-Augmented Generation for Agentic LLMs: Towards Structured and Adaptive Knowledge Utilization AAAI 2026
MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection ACL 2026
MemoryART: Enhancing LLMs via Multi-Memory Models with Adaptive Resonance Theory for Healthcare Agents AAAI 2026
HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents ACL 2026
Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces AAAI 2026
Structured Episodic Event Memory ACL 2026
Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval ACL 2026
History-Aware Reasoning for GUI Agents AAAI 2026
Amory: Building Coherent Narrative-Driven Agent Memory through Agentic Reasoning EACL 2026
ARTEM: Enhancing Large Language Model Agents with Spatial-Temporal Episodic Memory AAAI 2026
Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory WACV 2026
What Deserves Memory: Adaptive Memory Distillation for LLM Agents ACL 2026
Dynamic Steering With Episodic Memory For Large Language Models ACL 2025
Context-Efficient Retrieval with Factual Decomposition NAACL 2025
PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process EMNLP 2025
Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025
From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents ACL 2025
Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue EMNLP 2025
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025
Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents JMLR 2025
Planning from Imagination: Episodic Simulation and Episodic Memory for Vision-and-Language Navigation AAAI 2025
BitMar: Low-Bit Multimodal Fusion with Episodic Memory for Edge Devices EMNLP 2025
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025
Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training NAACL 2025