Structured Memory Mechanisms for Stable Context Representation in Large Language Models

28 May 2025

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Papers citing "Structured Memory Mechanisms for Stable Context Representation in Large Language Models"

12 / 12 papers shown

Controllable Abstraction in Summary Generation for Large Language Models via Prompt Engineering

168

17 Oct 2025

Trustworthy Summarization via Uncertainty Quantification and Risk Awareness in Large Language Models

Shuaidong Pan

Di Wu

HILM

193

23 Sep 2025

Dynamic Prompt Fusion for Multi-Task and Cross-Domain Adaptation in LLMs

157

09 Sep 2025

Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks

150

05 Sep 2025

Structure-Learnable Adapter Fine-Tuning for Parameter-Efficient Large Language Models

184

03 Sep 2025

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment

186

21 Jul 2025

Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies

250

09 May 2025

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models

354

28 Apr 2025

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning

372

28 Apr 2025

A Comprehensive Survey on Long Context Language Modeling

...

505

20 Mar 2025

LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

434

04 Mar 2025

LongAttn: Selecting Long-context Training Data via Token-level AttentionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

466

24 Feb 2025