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semantic memory

27 papers

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episodic memory (13) large language model (4) catastrophic forgetting (4) lifelong learning (3) variational inference (3) continual learning (3) knowledge graph (2) long-term memory (2) experience replay (2) few-shot learning (2)

Papers

Amory: Building Coherent Narrative-Driven Agent Memory through Agentic Reasoning EACL 2026 CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics ACL 2026 HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents ACL 2026 Hypothesis-Driven Reasoning for Large Language Models AAAI 2026 ViLoMem: Agentic Learner with Grow-and-Refine Multimodal Semantic Memory CVPR 2026 WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning CVPR 2026 AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents IJCAI 2025 ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025 PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process EMNLP 2025 RAG and Recall: Multilingual Hate Speech Detection with Semantic Memory ACL 2025 AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation CVPR 2024 GOAT: GO to Any Thing RSS 2024 MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024 PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024 A Machine with Short-Term, Episodic, and Semantic Memory Systems AAAI 2023 Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory NeurIPS 2023 Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023 Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System ICLR 2022 Topological Semantic Graph Memory for Image-Goal Navigation CoRL 2022 Kanerva++: Extending the Kanerva Machine With Differentiable, Locally Block Allocated Latent Memory ICLR 2021 Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation ACL 2021 The Pursuit of Knowledge: Discovering and Localizing Novel Categories Using Dual Memory ICCV 2021 Learning to Learn Variational Semantic Memory NeurIPS 2020 Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models ACL 2020 A Working Memory Model for Task-oriented Dialog Response Generation ACL 2019