Beyond Static Summarization: Proactive Memory Extraction for LLM Agents
Fuente:
arXiv
Guardado en:
| Autores principales: | Yang, Chengyuan, Sun, Zequn, Wei, Wei, Hu, Wei |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
por: Zhang, Xiaohui, et al.
Publicado: (2026)
por: Zhang, Xiaohui, et al.
Publicado: (2026)
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning
por: Cui, Yuanning, et al.
Publicado: (2024)
por: Cui, Yuanning, et al.
Publicado: (2024)
Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
por: Liu, Yang, et al.
Publicado: (2024)
por: Liu, Yang, et al.
Publicado: (2024)
Answering the Unanswerable Is to Err Knowingly: Analyzing and Mitigating Abstention Failures in Large Reasoning Models
por: Liu, Yi, et al.
Publicado: (2025)
por: Liu, Yi, et al.
Publicado: (2025)
Training Proactive and Personalized LLM Agents
por: Sun, Weiwei, et al.
Publicado: (2025)
por: Sun, Weiwei, et al.
Publicado: (2025)
When Can Large Reasoning Models Save Thinking? Mechanistic Analysis of Behavioral Divergence in Reasoning
por: Zhu, Rongzhi, et al.
Publicado: (2025)
por: Zhu, Rongzhi, et al.
Publicado: (2025)
Beyond Static Pipelines: Learning Dynamic Workflows for Text-to-SQL
por: Wang, Yihan, et al.
Publicado: (2026)
por: Wang, Yihan, et al.
Publicado: (2026)
JudgeAgent: Beyond Static Benchmarks for Knowledge-Driven and Dynamic LLM Evaluation
por: Shi, Zhichao, et al.
Publicado: (2025)
por: Shi, Zhichao, et al.
Publicado: (2025)
Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems
por: Jin, Song, et al.
Publicado: (2025)
por: Jin, Song, et al.
Publicado: (2025)
ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data
por: Zheng, Xinzhe, et al.
Publicado: (2025)
por: Zheng, Xinzhe, et al.
Publicado: (2025)
MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction
por: Huang, Wei-Chieh, et al.
Publicado: (2025)
por: Huang, Wei-Chieh, et al.
Publicado: (2025)
LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation
por: Kim, Eunsu, et al.
Publicado: (2024)
por: Kim, Eunsu, et al.
Publicado: (2024)
Grounded in Reality: Learning and Deploying Proactive LLM from Offline Logs
por: Wei, Fei, et al.
Publicado: (2025)
por: Wei, Fei, et al.
Publicado: (2025)
Unable to Forget: Proactive Interference Reveals Working Memory Limits in LLMs Beyond Context Length
por: Wang, Chupei, et al.
Publicado: (2025)
por: Wang, Chupei, et al.
Publicado: (2025)
Collaborative Memory: Multi-User Memory Sharing in LLM Agents with Dynamic Access Control
por: Rezazadeh, Alireza, et al.
Publicado: (2025)
por: Rezazadeh, Alireza, et al.
Publicado: (2025)
Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents
por: Yoon, Yejin, et al.
Publicado: (2025)
por: Yoon, Yejin, et al.
Publicado: (2025)
Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
por: Li, Yifei, et al.
Publicado: (2026)
por: Li, Yifei, et al.
Publicado: (2026)
Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation
por: Hu, Zhanghao, et al.
Publicado: (2026)
por: Hu, Zhanghao, et al.
Publicado: (2026)
Adaptive Memory Admission Control for LLM Agents
por: Zhang, Guilin, et al.
Publicado: (2026)
por: Zhang, Guilin, et al.
Publicado: (2026)
From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models
por: Liu, Na, et al.
Publicado: (2024)
por: Liu, Na, et al.
Publicado: (2024)
Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents
por: Shen, Yiting, et al.
Publicado: (2026)
por: Shen, Yiting, et al.
Publicado: (2026)
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
por: Wei, Tianxin, et al.
Publicado: (2025)
por: Wei, Tianxin, et al.
Publicado: (2025)
Summarization for Generative Relation Extraction in the Microbiome Domain
por: Khettari, Oumaima El, et al.
Publicado: (2025)
por: Khettari, Oumaima El, et al.
Publicado: (2025)
Preference-Aware Memory Update for Long-Term LLM Agents
por: Sun, Haoran, et al.
Publicado: (2025)
por: Sun, Haoran, et al.
Publicado: (2025)
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
por: Lu, Yaxi, et al.
Publicado: (2024)
por: Lu, Yaxi, et al.
Publicado: (2024)
NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization
por: Kim, Hyuntak, et al.
Publicado: (2025)
por: Kim, Hyuntak, et al.
Publicado: (2025)
ContextAgent: Context-Aware Proactive LLM Agents with Open-World Sensory Perceptions
por: Yang, Bufang, et al.
Publicado: (2025)
por: Yang, Bufang, et al.
Publicado: (2025)
CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels
por: Wei, Lingxiao, et al.
Publicado: (2024)
por: Wei, Lingxiao, et al.
Publicado: (2024)
A New Sentence Extraction Strategy for Unsupervised Extractive Summarization Methods
por: Tao, Dehao, et al.
Publicado: (2021)
por: Tao, Dehao, et al.
Publicado: (2021)
On the Structural Memory of LLM Agents
por: Zeng, Ruihong, et al.
Publicado: (2024)
por: Zeng, Ruihong, et al.
Publicado: (2024)
ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild
por: Yang, Bufang, et al.
Publicado: (2025)
por: Yang, Bufang, et al.
Publicado: (2025)
Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents
por: Sun, Haoran, et al.
Publicado: (2025)
por: Sun, Haoran, et al.
Publicado: (2025)
Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering
por: Ao, Xiao, et al.
Publicado: (2026)
por: Ao, Xiao, et al.
Publicado: (2026)
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
por: Hu, Yuanzhe, et al.
Publicado: (2025)
por: Hu, Yuanzhe, et al.
Publicado: (2025)
MIRAI: Evaluating LLM Agents for Event Forecasting
por: Ye, Chenchen, et al.
Publicado: (2024)
por: Ye, Chenchen, et al.
Publicado: (2024)
Code Summarization Beyond Function Level
por: Makharev, Vladimir, et al.
Publicado: (2025)
por: Makharev, Vladimir, et al.
Publicado: (2025)
Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents
por: Zhang, Xing, et al.
Publicado: (2026)
por: Zhang, Xing, et al.
Publicado: (2026)
Asymmetric Actor-Critic for Multi-turn LLM Agents
por: Jiang, Shuli, et al.
Publicado: (2026)
por: Jiang, Shuli, et al.
Publicado: (2026)
Beyond Perfect APIs: A Comprehensive Evaluation of LLM Agents Under Real-World API Complexity
por: Kim, Doyoung, et al.
Publicado: (2026)
por: Kim, Doyoung, et al.
Publicado: (2026)
FadeMem: Biologically-Inspired Forgetting for Efficient Agent Memory
por: Wei, Lei, et al.
Publicado: (2026)
por: Wei, Lei, et al.
Publicado: (2026)
Ejemplares similares
-
ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
por: Zhang, Xiaohui, et al.
Publicado: (2026) -
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning
por: Cui, Yuanning, et al.
Publicado: (2024) -
Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
por: Liu, Yang, et al.
Publicado: (2024) -
Answering the Unanswerable Is to Err Knowingly: Analyzing and Mitigating Abstention Failures in Large Reasoning Models
por: Liu, Yi, et al.
Publicado: (2025) -
Training Proactive and Personalized LLM Agents
por: Sun, Weiwei, et al.
Publicado: (2025)