Imagen de Portada

Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhang, Haozhen, Feng, Tao, You, Jiaxuan
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language Artificial Intelligence Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

AcademicEval: Live Long-Context LLM Benchmark
por: Zhang, Haozhen, et al.
Publicado: (2025)

Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning
por: Zhang, Haozhen, et al.
Publicado: (2025)

Less is More: Denoising Knowledge Graphs For Retrieval Augmented Generation
por: Zheng, Yilun, et al.
Publicado: (2025)

EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
por: Zhu, Yinghao, et al.
Publicado: (2024)

Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph
por: Prahlad, Deeksha, et al.
Publicado: (2025)

RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
por: Yu, Yue, et al.
Publicado: (2024)

A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy
por: Zhao, Yang, et al.
Publicado: (2025)

Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory
por: Zhang, Haozhen, et al.
Publicado: (2026)

DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains
por: Xiao, Yongkang, et al.
Publicado: (2025)

DynaGRAG | Exploring the Topology of Information for Advancing Language Understanding and Generation in Graph Retrieval-Augmented Generation
por: Thakrar, Karishma
Publicado: (2024)

Retrieval-Augmented Generation Meets Data-Driven Tabula Rasa Approach for Temporal Knowledge Graph Forecasting
por: Sannidhi, Geethan, et al.
Publicado: (2024)

Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
por: Li, Zhuowan, et al.
Publicado: (2024)

RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions
por: Liu, Wanlong, et al.
Publicado: (2024)

Disco-RAG: Discourse-Aware Retrieval-Augmented Generation
por: Liu, Dongqi, et al.
Publicado: (2026)

Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models
por: Qiu, Yifu, et al.
Publicado: (2025)

Learning Retrieval Augmentation for Personalized Dialogue Generation
por: Huang, Qiushi, et al.
Publicado: (2024)

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
por: Zhang, Haozhen, et al.
Publicado: (2026)

Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
por: Xu, Zhentao, et al.
Publicado: (2024)

Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation
por: Zhong, Zijie, et al.
Publicado: (2024)

Multiple Abstraction Level Retrieve Augment Generation
por: Zheng, Zheng, et al.
Publicado: (2025)

Enhancing Frame Detection with Retrieval Augmented Generation
por: Diallo, Papa Abdou Karim Karou, et al.
Publicado: (2025)

AI and Generative AI for Research Discovery and Summarization
por: Glickman, Mark, et al.
Publicado: (2024)

GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs
por: Feng, Tao, et al.
Publicado: (2026)

Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation
por: Manzour, M., et al.
Publicado: (2025)

Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation
por: Merth, Thomas, et al.
Publicado: (2024)

Agentic Retrieval-Augmented Generation for Time Series Analysis
por: Ravuru, Chidaksh, et al.
Publicado: (2024)

SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation
por: Divekar, Abhishek, et al.
Publicado: (2024)

DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph
por: Chitale, Maitreya Prafulla, et al.
Publicado: (2024)

Stress Testing Factual Consistency Metrics for Long-Document Summarization
por: Mujahid, Zain Muhammad, et al.
Publicado: (2025)

Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization
por: Liu, Dongqi, et al.
Publicado: (2023)

Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
por: Dong, Guanting, et al.
Publicado: (2024)

A Decomposition Perspective to Long-context Reasoning for LLMs
por: Xiao, Yanling, et al.
Publicado: (2026)

HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
por: Wu, Peilin, et al.
Publicado: (2025)

An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation
por: Orbach, Matan, et al.
Publicado: (2025)

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
por: Zhang, Chenghao, et al.
Publicado: (2025)

RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents
por: Kagaya, Tomoyuki, et al.
Publicado: (2024)

Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts
por: Gan, Chunjing, et al.
Publicado: (2024)

Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering
por: Ko, Sungho, et al.
Publicado: (2024)

Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations
por: Shou, Yuntao, et al.
Publicado: (2024)

Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models
por: Zhang, Bryan, et al.
Publicado: (2024)