Cover Image

AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shen, Zhanyu, Cheng, Sijie, Guo, Zhicheng, Wang, Weiqin, Wang, Yile, Huang, Hui
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Ranked Voting based Self-Consistency of Large Language Models
by: Wang, Weiqin, et al.
Published: (2025)

DySem: Uncovering Dynamic Semantic Components of Large Language Models for Calculating Semantic Textual Similarity
by: Zheng, Kaijie, et al.
Published: (2026)

LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations
by: Wang, Yile, et al.
Published: (2025)

SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment
by: Chen, Ziyang, et al.
Published: (2026)

DeCoVec: Building Decoding Space based Task Vector for Large Language Models via In-Context Learning
by: Li, Feiyang, et al.
Published: (2026)

Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning
by: Wang, Weiqin, et al.
Published: (2025)

Evaluating Memory Capability in Continuous Lifelog Scenario
by: Zheng, Jianjie, et al.
Published: (2026)

Assessment of Generative Named Entity Recognition in the Era of Large Language Models
by: Zhan, Qi, et al.
Published: (2026)

Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models
by: Wang, Yile, et al.
Published: (2024)

DEEM: Dynamic Experienced Expert Modeling for Stance Detection
by: Wang, Xiaolong, et al.
Published: (2024)

LLM-MemCluster: Empowering Large Language Models with Dynamic Memory for Text Clustering
by: Zhu, Yuanjie, et al.
Published: (2025)

TokMem: One-Token Procedural Memory for Large Language Models
by: Wu, Zijun, et al.
Published: (2025)

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models
by: Li, Zhiyu, et al.
Published: (2025)

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models
by: Guo, Zhicheng, et al.
Published: (2024)

G-MemLLM: Gated Latent Memory Augmentation for Long-Context Reasoning in Large Language Models
by: Xu, Xun
Published: (2026)

Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management
by: Ma, Weitao, et al.
Published: (2026)

HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents
by: Zhu, Jinchang, et al.
Published: (2026)

MemDLM: Memory-Enhanced DLM Training
by: Pei, Zehua, et al.
Published: (2026)

FABLE: Fine-grained Fact Anchoring for Unstructured Model Editing
by: Wang, Peng, et al.
Published: (2026)

MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models
by: Ha, Hyeonjeong, et al.
Published: (2026)

DeltaMem: Towards Agentic Memory Management via Reinforcement Learning
by: Zhang, Qi, et al.
Published: (2026)

Scaling Laws for Fact Memorization of Large Language Models
by: Lu, Xingyu, et al.
Published: (2024)

EvolMem: A Cognitive-Driven Benchmark for Multi-Session Dialogue Memory
by: Shen, Ye, et al.
Published: (2026)

Text2Mem: A Unified Memory Operation Language for Memory Operating System
by: Wang, Yi, et al.
Published: (2025)

MemGround: Long-Term Memory Evaluation Kit for Large Language Models in Gamified Scenarios
by: Ding, Yihang, et al.
Published: (2026)

InfMem: Learning System-2 Memory Control for Long-Context Agent
by: Wang, Xinyu, et al.
Published: (2026)

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
by: Deng, Xinle, et al.
Published: (2026)

Anchor-based Large Language Models
by: Pang, Jianhui, et al.
Published: (2024)

TeleMem: Building Long-Term and Multimodal Memory for Agentic AI
by: Chen, Chunliang, et al.
Published: (2025)

Kongzi: A Historical Large Language Model with Fact Enhancement
by: Yang, Jiashu, et al.
Published: (2025)

MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation
by: Yu, Shuo, et al.
Published: (2025)

R^2-Mem: Reflective Experience for Memory Search
by: Wang, Xinyuan, et al.
Published: (2026)

CogMem: A Cognitive Memory Architecture for Sustained Multi-Turn Reasoning in Large Language Models
by: Zhang, Yiran, et al.
Published: (2025)

FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
by: Zhu, Junyi, et al.
Published: (2024)

UniMem: Towards a Unified View of Long-Context Large Language Models
by: Fang, Junjie, et al.
Published: (2024)

When Confidence Misleads: Suffix Anchoring and Anchor-Proximity Confidence Modulation for Diffusion Language Models
by: Park, Jungwon, et al.
Published: (2026)

AllMem: A Memory-centric Recipe for Efficient Long-context Modeling
by: Wang, Ziming, et al.
Published: (2026)

Gated Differentiable Working Memory for Long-Context Language Modeling
by: Mei, Lingrui, et al.
Published: (2026)

Structured Memory Mechanisms for Stable Context Representation in Large Language Models
by: Xing, Yue, et al.
Published: (2025)

AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
by: Zhang, Kai, et al.
Published: (2025)