Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Cao, Jiaqi, Wang, Jiarui, Wei, Rubin, Guo, Qipeng, Chen, Kai, Zhou, Bowen, Lin, Zhouhan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MLP Memory: A Retriever-Pretrained Memory for Large Language Models
by: Wei, Rubin, et al.
Published: (2025)
by: Wei, Rubin, et al.
Published: (2025)
Context-level Language Modeling by Learning Predictive Context Embeddings
by: Dai, Beiya, et al.
Published: (2025)
by: Dai, Beiya, et al.
Published: (2025)
Next Concept Prediction in Discrete Latent Space Leads to Stronger Language Models
by: Liu, Yuliang, et al.
Published: (2026)
by: Liu, Yuliang, et al.
Published: (2026)
Critical Data Size of Language Models from a Grokking Perspective
by: Zhu, Xuekai, et al.
Published: (2024)
by: Zhu, Xuekai, et al.
Published: (2024)
LLM-KT: Aligning Large Language Models with Knowledge Tracing using a Plug-and-Play Instruction
by: Wang, Ziwei, et al.
Published: (2025)
by: Wang, Ziwei, et al.
Published: (2025)
SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully
by: Kai, Jushi, et al.
Published: (2024)
by: Kai, Jushi, et al.
Published: (2024)
DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
by: Qiao, Ziheng, et al.
Published: (2024)
by: Qiao, Ziheng, et al.
Published: (2024)
PonderLM: Pretraining Language Models to Ponder in Continuous Space
by: Zeng, Boyi, et al.
Published: (2025)
by: Zeng, Boyi, et al.
Published: (2025)
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
by: Deng, Yang, et al.
Published: (2023)
by: Deng, Yang, et al.
Published: (2023)
MemOrb: A Plug-and-Play Verbal-Reinforcement Memory Layer for E-Commerce Customer Service
by: Huang, Yizhe, et al.
Published: (2025)
by: Huang, Yizhe, et al.
Published: (2025)
Retention Consequence in Lifecycle Memory Control
by: Han, Jiarui
Published: (2026)
by: Han, Jiarui
Published: (2026)
Personalized Large Language Model Assistant with Evolving Conditional Memory
by: Yuan, Ruifeng, et al.
Published: (2023)
by: Yuan, Ruifeng, et al.
Published: (2023)
Leveraging Grammar Induction for Language Understanding and Generation
by: Kai, Jushi, et al.
Published: (2024)
by: Kai, Jushi, et al.
Published: (2024)
Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMs
by: Wang, Kai, et al.
Published: (2026)
by: Wang, Kai, et al.
Published: (2026)
HuRef: HUman-REadable Fingerprint for Large Language Models
by: Zeng, Boyi, et al.
Published: (2023)
by: Zeng, Boyi, et al.
Published: (2023)
TS-Memory: Plug-and-Play Memory for Time Series Foundation Models
by: Lyu, Sisuo, et al.
Published: (2026)
by: Lyu, Sisuo, et al.
Published: (2026)
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models
by: Wang, Qingyue, et al.
Published: (2023)
by: Wang, Qingyue, et al.
Published: (2023)
Empowering Working Memory for Large Language Model Agents
by: Guo, Jing, et al.
Published: (2023)
by: Guo, Jing, et al.
Published: (2023)
Cognitive Memory in Large Language Models
by: Shan, Lianlei, et al.
Published: (2025)
by: Shan, Lianlei, et al.
Published: (2025)
MemoryRewardBench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models
by: Tang, Zecheng, et al.
Published: (2026)
by: Tang, Zecheng, et al.
Published: (2026)
Explicit Multi-head Attention for Inter-head Interaction in Large Language Models
by: Peng, Runyu, et al.
Published: (2026)
by: Peng, Runyu, et al.
Published: (2026)
Memory Retrieval and Consolidation in Large Language Models through Function Tokens
by: Zhang, Shaohua, et al.
Published: (2025)
by: Zhang, Shaohua, et al.
Published: (2025)
Large Language Models Prompting With Episodic Memory
by: Do, Dai, et al.
Published: (2024)
by: Do, Dai, et al.
Published: (2024)
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
by: Chen, Liang, et al.
Published: (2024)
by: Chen, Liang, et al.
Published: (2024)
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
by: Lin, Zihao, et al.
Published: (2024)
by: Lin, Zihao, et al.
Published: (2024)
Code-driven Number Sequence Calculation: Enhancing the inductive Reasoning Abilities of Large Language Models
by: Chen, Kedi, et al.
Published: (2025)
by: Chen, Kedi, et al.
Published: (2025)
InsQABench: Benchmarking Chinese Insurance Domain Question Answering with Large Language Models
by: Ding, Jing, et al.
Published: (2025)
by: Ding, Jing, et al.
Published: (2025)
Adaptive Draft-Verification for Efficient Large Language Model Decoding
by: Liu, Xukun, et al.
Published: (2024)
by: Liu, Xukun, et al.
Published: (2024)
FlowLM: Few-Step Language Modeling via Diffusion-to-Flow Adaptation
by: Zhang, Runzhe, et al.
Published: (2026)
by: Zhang, Runzhe, et al.
Published: (2026)
Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style
by: Li, Yuepei, et al.
Published: (2024)
by: Li, Yuepei, et al.
Published: (2024)
Language Model Memory and Memory Models for Language
by: Badger, Benjamin L.
Published: (2026)
by: Badger, Benjamin L.
Published: (2026)
BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models
by: Chang, Aofei, et al.
Published: (2024)
by: Chang, Aofei, et al.
Published: (2024)
Memory, Consciousness and Large Language Model
by: Li, Jitang, et al.
Published: (2024)
by: Li, Jitang, et al.
Published: (2024)
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
by: Gutiérrez, Bernal Jiménez, et al.
Published: (2025)
by: Gutiérrez, Bernal Jiménez, et al.
Published: (2025)
From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models
by: Liu, Na, et al.
Published: (2024)
by: Liu, Na, et al.
Published: (2024)
Exploring Polyglot Harmony: On Multilingual Data Allocation for Large Language Models Pretraining
by: Guo, Ping, et al.
Published: (2025)
by: Guo, Ping, et al.
Published: (2025)
InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation
by: Cao, Bowen, et al.
Published: (2025)
by: Cao, Bowen, et al.
Published: (2025)
$\text{Memory}^3$: Language Modeling with Explicit Memory
by: Yang, Hongkang, et al.
Published: (2024)
by: Yang, Hongkang, et al.
Published: (2024)
Unlocking the Working Memory of Large Language Models for Latent Reasoning
by: Aichberger, Lukas, et al.
Published: (2026)
by: Aichberger, Lukas, et al.
Published: (2026)
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
by: Yang, Ke, et al.
Published: (2026)
by: Yang, Ke, et al.
Published: (2026)
Similar Items
-
MLP Memory: A Retriever-Pretrained Memory for Large Language Models
by: Wei, Rubin, et al.
Published: (2025) -
Context-level Language Modeling by Learning Predictive Context Embeddings
by: Dai, Beiya, et al.
Published: (2025) -
Next Concept Prediction in Discrete Latent Space Leads to Stronger Language Models
by: Liu, Yuliang, et al.
Published: (2026) -
Critical Data Size of Language Models from a Grokking Perspective
by: Zhu, Xuekai, et al.
Published: (2024) -
LLM-KT: Aligning Large Language Models with Knowledge Tracing using a Plug-and-Play Instruction
by: Wang, Ziwei, et al.
Published: (2025)