Computation and Language · Computer Science
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
Wenqi Fan, Yujuan Ding, Liangbo Ning, Shijie Wang +4
2024-06-18
Computation and Language · Computer Science
Retrieval-Augmented Generation for Large Language Models: A Survey
Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia +6
2024-03-28
Information Retrieval · Computer Science
A Survey of Multimodal Retrieval-Augmented Generation
Lang Mei, Siyu Mo, Zhihan Yang, Chong Chen
2025-04-15
Computation and Language · Computer Science
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey
Aoran Gan, Hao Yu, Kai Zhang, Qi Liu +4
2025-04-22
Computation and Language · Computer Science
When Retrieval Succeeds and Fails: Rethinking Retrieval-Augmented Generation for LLMs
Yongjie Wang, Yue Yu, Kaisong Song, Jun Lin +1
2025-10-13
Computation and Language · Computer Science
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models
Shayekh Bin Islam, Md Asib Rahman, K S M Tozammel Hossain, Enamul Hoque +2
2024-10-03
Computation and Language · Computer Science
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation
Chi-Min Chan, Chunpu Xu, Ruibin Yuan, Hongyin Luo +3
2024-04-02
Computation and Language · Computer Science
ASVRI-Legal: Fine-Tuning LLMs with Retrieval Augmented Generation for Enhanced Legal Regulation
One Octadion, Bondan Sapta Prakoso, Nanang Yudi Setiawan, Novanto Yudistira
2025-11-06
Computation and Language · Computer Science
A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions
Shailja Gupta, Rajesh Ranjan, Surya Narayan Singh
2024-10-18
Computation and Language · Computer Science
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
Yutao Zhu, Zhaoheng Huang, Zhicheng Dou, Ji-Rong Wen
2024-12-12
Information Retrieval · Computer Science
Vietnamese Legal Information Retrieval in Question-Answering System
Thiem Nguyen Ba, Vinh Doan The, Tung Pham Quang, Toan Tran Van
2024-09-24
Computation and Language · Computer Science
Evaluating Large Language Model Capability in Vietnamese Fact-Checking Data Generation
Long Truong To, Hung Tuan Le, Dat Van-Thanh Nguyen, Manh Trong Nguyen +3
2024-11-11
Computation and Language · Computer Science
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions
Bojana Bašaragin, Adela Ljajić, Darija Medvecki, Lorenzo Cassano +2
2024-07-09
Information Retrieval · Computer Science
Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design Perspective
Sarah Packowski, Inge Halilovic, Jenifer Schlotfeldt, Trish Smith
2024-10-18
Computation and Language · Computer Science
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation
Mohammad Mahdi Abootorabi, Amirhosein Zobeiri, Mahdi Dehghani, Mohammadali Mohammadkhani +4
2025-06-03
Computation and Language · Computer Science
A Survey on Knowledge-Oriented Retrieval-Augmented Generation
Mingyue Cheng, Yucong Luo, Jie Ouyang, Qi Liu +8
2025-03-18
Computation and Language · Computer Science
Retrieval-Augmented Generation in Medicine: A Scoping Review of Technical Implementations, Clinical Applications, and Ethical Considerations
Rui Yang, Matthew Yu Heng Wong, Huitao Li, Xin Li +12
2025-11-14
Computation and Language · Computer Science
Benchmarking Large Language Models in Retrieval-Augmented Generation
Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
2023-12-21
Information Retrieval · Computer Science
RAGe: A Retrieval-Augmented Generation Evaluation Framework
Larissa Guder, João Pedro de Moura, Arthur Accorsi, Gustavo Losch do Amaral +4
2026-05-28
Artificial Intelligence · Computer Science
Deepchecks: Evaluating Retrieval-Augmented Generation (RAG)
Assaf Gerner, Netta Madvil, Nadav Barak, Alex Zaikman +10
2026-05-15