Imagen de Portada

Beyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Su, Miao, Guo, Yucan, Hou, Zhongni, Bai, Long, Li, Zixuan, Zhang, Yufei, Yin, Guojun, Lin, Wei, Jin, Xiaolong, Guo, Jiafeng, Cheng, Xueqi
Formato:	Preprint
Publicado:	2026
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Mixture Policy based Multi-Hop Reasoning over N-tuple Temporal Knowledge Graphs
por: Hou, Zhongni, et al.
Publicado: (2025)

Selective Temporal Knowledge Graph Reasoning
por: Hou, Zhongni, et al.
Publicado: (2024)

An In-Context Schema Understanding Method for Knowledge Base Question Answering
por: Liu, Yantao, et al.
Publicado: (2023)

StruProKGR: A Structural and Probabilistic Framework for Sparse Knowledge Graph Reasoning
por: Guo, Yucan, et al.
Publicado: (2025)

RouteRAG: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning
por: Guo, Yucan, et al.
Publicado: (2025)

Temporal Knowledge Graph Question Answering: A Survey
por: Su, Miao, et al.
Publicado: (2024)

G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models
por: Bai, Long, et al.
Publicado: (2025)

Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction
por: Liu, Wenxuan, et al.
Publicado: (2025)

Class-Incremental Few-Shot Event Detection
por: Zhao, Kailin, et al.
Publicado: (2024)

Nested Event Extraction upon Pivot Element Recogniton
por: Ren, Weicheng, et al.
Publicado: (2023)

Towards Robust Universal Information Extraction: Benchmark, Evaluation, and Solution
por: Zhu, Jizhao, et al.
Publicado: (2025)

KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction
por: Li, Zixuan, et al.
Publicado: (2024)

Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs
por: Guan, Saiping, et al.
Publicado: (2024)

Few-shot Link Prediction on N-ary Facts
por: Wei, Jiyao, et al.
Publicado: (2023)

KnowCoder-X: Boosting Multilingual Information Extraction via Code
por: Zuo, Yuxin, et al.
Publicado: (2024)

How Knowledge Popularity Influences and Enhances LLM Knowledge Boundary Perception
por: Ni, Shiyu, et al.
Publicado: (2025)

A Survey of Link Prediction in N-ary Knowledge Graphs
por: Wei, Jiyao, et al.
Publicado: (2025)

Estimating Commonsense Plausibility through Semantic Shifts
por: Cui, Wanqing, et al.
Publicado: (2025)

Unbiased Learning to Rank with Query-Level Click Propensity Estimation: Beyond Pointwise Observation and Relevance
por: Yu, Lulu, et al.
Publicado: (2025)

Can LLM Annotations Replace User Clicks for Learning to Rank?
por: Yu, Lulu, et al.
Publicado: (2025)

When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents
por: Guo, Jiahe, et al.
Publicado: (2026)

LLM-Specific Utility: A New Perspective for Retrieval-Augmented Generation
por: Zhang, Hengran, et al.
Publicado: (2025)

Revisiting Task-Oriented Dataset Search in the Era of Large Language Models: Challenges, Benchmark, and Solution
por: Wei, Zixin, et al.
Publicado: (2025)

Test-Time-Matching: Decouple Personality, Memory, and Linguistic Style in LLM-based Role-Playing Language Agent
por: Zhan, Xiaoyu, et al.
Publicado: (2025)

Beyond Relevance: Utility-Centric Retrieval in the LLM Era
por: Zhang, Hengran, et al.
Publicado: (2026)

A Generative Framework for Personalized Sticker Retrieval
por: Zhou, Changjiang, et al.
Publicado: (2025)

Bridging Queries and Tables through Entities in Table Retrieval
por: Li, Da, et al.
Publicado: (2025)

MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning
por: Cui, Wanqing, et al.
Publicado: (2024)

Reproducibility Analysis and Enhancements for Multi-Aspect Dense Retriever with Aspect Learning
por: Bi, Keping, et al.
Publicado: (2024)

An Iterative Utility Judgment Framework Inspired by Philosophical Relevance via LLMs
por: Zhang, Hengran, et al.
Publicado: (2024)

MVAM: Multi-View Attention Method for Fine-grained Image-Text Matching
por: Cui, Wanqing, et al.
Publicado: (2024)

Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective
por: Li, Da, et al.
Publicado: (2025)

CIR at the NTCIR-17 ULTRE-2 Task
por: Yu, Lulu, et al.
Publicado: (2023)

When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation
por: Ni, Shiyu, et al.
Publicado: (2024)

Data, Not Model: Explaining Bias toward LLM Texts in Neural Retrievers
por: Huang, Wei, et al.
Publicado: (2026)

How Do LLM-Generated Texts Impact Term-Based Retrieval Models?
por: Huang, Wei, et al.
Publicado: (2025)

Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception
por: Ni, Shiyu, et al.
Publicado: (2025)

Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization
por: Li, Guanghan, et al.
Publicado: (2024)

Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation
por: Zhang, Hengran, et al.
Publicado: (2025)

Enhancing Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation
por: Guan, Zenghao, et al.
Publicado: (2025)