Cover Image

Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Omar, Reham, Mangukiya, Omij, Mansour, Essam
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs
by: Omar, Reham, et al.
Published: (2025)

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
by: Abdallah, Hussein, et al.
Published: (2026)

Knowledge Graph-Guided Retrieval Augmented Generation
by: Zhu, Xiangrong, et al.
Published: (2025)

MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation
by: Blandón, María Andrea Cruz, et al.
Published: (2025)

From Reasoning to Generalization: Knowledge-Augmented LLMs for ARC Benchmark
by: Lei, Chao, et al.
Published: (2025)

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

Benchmarking Retrieval-Augmented Generation for Medicine
by: Xiong, Guangzhi, et al.
Published: (2024)

Retrieval-Augmented Generation with Hierarchical Knowledge
by: Huang, Haoyu, et al.
Published: (2025)

SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generated LLMs
by: Chen, Haotian, et al.
Published: (2025)

RAGA: Reading-And-Graph-building-Agent for Autonomous Knowledge Graph Construction and Retrieval-Augmented Generation
by: Han, Chengrui, et al.
Published: (2026)

Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs
by: Conia, Simone, et al.
Published: (2024)

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

CERET: Cost-Effective Extrinsic Refinement for Text Generation
by: Cai, Jason, et al.
Published: (2024)

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

Path Pooling: Training-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation
by: Wang, Hairu, et al.
Published: (2025)

A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation
by: Yuan, Xujie, et al.
Published: (2025)

Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
by: Wang, Junjie, et al.
Published: (2024)

MRAG: Benchmarking Retrieval-Augmented Generation for Bio-medicine
by: Li, Liz, et al.
Published: (2026)

RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
by: Friel, Robert, et al.
Published: (2024)

A Survey on Knowledge-Oriented Retrieval-Augmented Generation
by: Cheng, Mingyue, et al.
Published: (2025)

Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Task
by: Ranaldi, Leonardo, et al.
Published: (2025)

Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs
by: Li, Hanqing, et al.
Published: (2025)

Influence Guided Context Selection for Effective Retrieval-Augmented Generation
by: Deng, Jiale, et al.
Published: (2025)

Adaptive Graph Refinement and Label Propagation with LLMs for Cost-Effective Entity Resolution
by: Wang, Hongtao, et al.
Published: (2026)

LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs -- No Silver Bullet for LC or RAG Routing
by: Li, Kuan, et al.
Published: (2025)

M$^3$KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation
by: Park, Hyeongcheol, et al.
Published: (2025)

Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs
by: Tang, Xiaqiang, et al.
Published: (2024)

Benchmarking Retrieval-Augmented Generation for Chemistry
by: Zhong, Xianrui, et al.
Published: (2025)

Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization
by: Barron, Ryan C., et al.
Published: (2025)

Detecting and Mitigating Bias in LLMs through Knowledge Graph-Augmented Training
by: Kumar, Rajeev, et al.
Published: (2025)

Node Importance Estimation Leveraging LLMs for Semantic Augmentation in Knowledge Graphs
by: Lin, Xinyu, et al.
Published: (2024)

Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues
by: Kwon, Deuksin, et al.
Published: (2024)

InvertiTune: High-Quality Data Synthesis for Cost-Effective Single-Shot Text-to-Knowledge Graph Generation
by: Faez, Faezeh, et al.
Published: (2025)

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

MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization
by: Liu, Yinhong, et al.
Published: (2025)

Knowledge Pyramid Construction for Multi-Level Retrieval-Augmented Generation
by: Chen, Rubing, et al.
Published: (2024)

Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study
by: Yu, Shuo, et al.
Published: (2024)

DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation
by: Opoku, David Osei, et al.
Published: (2025)

Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot Applications
by: Lecu, Alexandru, et al.
Published: (2025)

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
by: Zhu, Kun, et al.
Published: (2024)