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non-parametric memory

11 papers

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language model (3) large language model (2) memory augmentation (2) knowledge retrieval (2) retrieval-augmented generation (2) question answering (2) causal mediation analysis (1) activation memorization (1) class binding (1) memory-augmented neural network (1)

Papers

Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Smruti: Grammatical Error Correction for Gujarati using LLMs with Non-Parametric Memory IJCNLP 2025 Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models EMNLP 2024 Machine Reading Comprehension using Case-based Reasoning EMNLP 2023 When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023 Nearest Neighbor Zero-Shot Inference EMNLP 2022 Training Language Models with Memory Augmentation EMNLP 2022 Generalizable Episodic Memory for Deep Reinforcement Learning ICML 2021 Memory-Augmented Image Captioning AAAI 2021 Memory Augmented Neural Model for Incremental Session-based Recommendation IJCAI 2020 Fast Parametric Learning with Activation Memorization ICML 2018