Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey
Fuente:
arXiv
Saved in:
| Main Authors: | Gan, Aoran, Yu, Hao, Zhang, Kai, Liu, Qi, Yan, Wenyu, Huang, Zhenya, Tong, Shiwei, Hu, Guoping |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Evaluation of Retrieval-Augmented Generation: A Survey
by: Yu, Hao, et al.
Published: (2024)
by: Yu, Hao, et al.
Published: (2024)
Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context
by: Chen, Jianfang, et al.
Published: (2025)
by: Chen, Jianfang, et al.
Published: (2025)
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
by: Lyu, Yuanjie, et al.
Published: (2024)
by: Lyu, Yuanjie, et al.
Published: (2024)
A Survey on Retrieval-Augmented Text Generation for Large Language Models
by: Huang, Yizheng, et al.
Published: (2024)
by: Huang, Yizheng, et al.
Published: (2024)
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models
by: Liu, Ye, et al.
Published: (2024)
by: Liu, Ye, et al.
Published: (2024)
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models
by: Huang, Chengkai, et al.
Published: (2024)
by: Huang, Chengkai, et al.
Published: (2024)
A Survey of AIOps in the Era of Large Language Models
by: Zhang, Lingzhe, et al.
Published: (2025)
by: Zhang, Lingzhe, et al.
Published: (2025)
Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models
by: Duc, Nguyen Quang, et al.
Published: (2024)
by: Duc, Nguyen Quang, et al.
Published: (2024)
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models
by: Li, Jiatao, et al.
Published: (2024)
by: Li, Jiatao, et al.
Published: (2024)
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
by: Zhang, Qinggang, et al.
Published: (2025)
by: Zhang, Qinggang, et al.
Published: (2025)
Retrieval-Augmented Generation for Large Language Models: A Survey
by: Gao, Yunfan, et al.
Published: (2023)
by: Gao, Yunfan, et al.
Published: (2023)
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
by: Jiang, Pengcheng, et al.
Published: (2025)
by: Jiang, Pengcheng, et al.
Published: (2025)
After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in Retrieval-Augmented Generation
by: Dai, Xinbang, et al.
Published: (2025)
by: Dai, Xinbang, et al.
Published: (2025)
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation
by: Qi, Biqing, et al.
Published: (2024)
by: Qi, Biqing, et al.
Published: (2024)
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
by: Chen, Zhe, et al.
Published: (2025)
by: Chen, Zhe, et al.
Published: (2025)
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation
by: Zhang, Zheng, et al.
Published: (2025)
by: Zhang, Zheng, et al.
Published: (2025)
Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
Privacy-Aware Decoding: Mitigating Privacy Leakage of Large Language Models in Retrieval-Augmented Generation
by: Wang, Haoran, et al.
Published: (2025)
by: Wang, Haoran, et al.
Published: (2025)
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey
by: Ni, Bo, et al.
Published: (2025)
by: Ni, Bo, et al.
Published: (2025)
Assessment of Generative Named Entity Recognition in the Era of Large Language Models
by: Zhan, Qi, et al.
Published: (2026)
by: Zhan, Qi, et al.
Published: (2026)
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation
by: Yuan, Dun, et al.
Published: (2025)
by: Yuan, Dun, et al.
Published: (2025)
Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models
by: Zhang, Yuzhe, et al.
Published: (2024)
by: Zhang, Yuzhe, et al.
Published: (2024)
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A Survey
by: Verma, Sourav
Published: (2024)
by: Verma, Sourav
Published: (2024)
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
by: Cheng, Mingyue, et al.
Published: (2024)
by: Cheng, Mingyue, et al.
Published: (2024)
A Survey on Data Synthesis and Augmentation for Large Language Models
by: Wang, Ke, et al.
Published: (2024)
by: Wang, Ke, et al.
Published: (2024)
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models
by: Liu, Shuliang, et al.
Published: (2025)
by: Liu, Shuliang, et al.
Published: (2025)
Evaluation of Attribution Bias in Generator-Aware Retrieval-Augmented Large Language Models
by: Abolghasemi, Amin, et al.
Published: (2024)
by: Abolghasemi, Amin, et al.
Published: (2024)
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models
by: Xie, Tingyu, et al.
Published: (2024)
by: Xie, Tingyu, et al.
Published: (2024)
Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning
by: Ma, Zhiyuan, et al.
Published: (2025)
by: Ma, Zhiyuan, et al.
Published: (2025)
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models
by: Yu, Tian, et al.
Published: (2024)
by: Yu, Tian, et al.
Published: (2024)
Large Language Models for Education: A Survey
by: Xu, Hanyi, et al.
Published: (2024)
by: Xu, Hanyi, et al.
Published: (2024)
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry
by: Huang, Yining, et al.
Published: (2024)
by: Huang, Yining, et al.
Published: (2024)
Retrieval-Augmented Generation for Natural Language Processing: A Survey
by: Wu, Shangyu, et al.
Published: (2024)
by: Wu, Shangyu, et al.
Published: (2024)
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
by: Dang, Yunkai, et al.
Published: (2024)
by: Dang, Yunkai, et al.
Published: (2024)
Optimizing High-Level Synthesis Designs with Retrieval-Augmented Large Language Models
by: Xu, Haocheng, et al.
Published: (2024)
by: Xu, Haocheng, et al.
Published: (2024)
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey
by: Zhu, Zulun, et al.
Published: (2025)
by: Zhu, Zulun, et al.
Published: (2025)
Document Intelligence in the Era of Large Language Models: A Survey
by: Wang, Weishi, et al.
Published: (2025)
by: Wang, Weishi, et al.
Published: (2025)
SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model
by: Wu, Dayong, et al.
Published: (2024)
by: Wu, Dayong, et al.
Published: (2024)
Large Language Models for Medicine: A Survey
by: Zheng, Yanxin, et al.
Published: (2024)
by: Zheng, Yanxin, et al.
Published: (2024)
Datasets for Large Language Models: A Comprehensive Survey
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Similar Items
-
Evaluation of Retrieval-Augmented Generation: A Survey
by: Yu, Hao, et al.
Published: (2024) -
Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context
by: Chen, Jianfang, et al.
Published: (2025) -
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
by: Lyu, Yuanjie, et al.
Published: (2024) -
A Survey on Retrieval-Augmented Text Generation for Large Language Models
by: Huang, Yizheng, et al.
Published: (2024) -
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models
by: Liu, Ye, et al.
Published: (2024)