Cover Image

RIPRAG: Hack a Black-box Retrieval-Augmented Generation Question-Answering System with Reinforcement Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xi, Meng, Lv, Sihan, Jin, Yechen, Cheng, Guanjie, Wang, Naibo, Li, Ying, Yin, Jianwei
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AST: Adaptive, Seamless, and Training-Free Precise Speech Editing
by: Lv, Sihan, et al.
Published: (2026)

Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
by: Wang, Yubo, et al.
Published: (2023)

Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics
by: Xi, Yueqing, et al.
Published: (2025)

Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering
by: Chen, Xupeng, et al.
Published: (2026)

Retrieval Augmented Generation for Domain-specific Question Answering
by: Sharma, Sanat, et al.
Published: (2024)

Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering
by: Ngo, Nghia Trung, et al.
Published: (2024)

RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR Environments
by: Ding, Shiyi, et al.
Published: (2025)

Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check
by: Ye, Linhao, et al.
Published: (2024)

MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
by: Shi, Yucheng, et al.
Published: (2023)

Metadata-Driven Retrieval-Augmented Generation for Financial Question Answering
by: Dadopoulos, Michail, et al.
Published: (2025)

MuISQA: Multi-Intent Retrieval-Augmented Generation for Scientific Question Answering
by: Li, Zhiyuan, et al.
Published: (2025)

Agentic Retrieval-Augmented Generation for Financial Document Question Answering
by: Shu, Yang, et al.
Published: (2026)

KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
by: Sun, Yushi, et al.
Published: (2025)

ProMAS: Proactive Error Forecasting for Multi-Agent Systems Using Markov Transition Dynamics
by: Zhao, Xinkui, et al.
Published: (2026)

Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation
by: Stuhlmann, Linus, et al.
Published: (2025)

SF-RAG: Structure-Fidelity Retrieval-Augmented Generation for Academic Question Answering
by: Yu, Rui, et al.
Published: (2026)

Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering
by: Wang, Changjian, et al.
Published: (2025)

RAG-X: Systematic Diagnosis of Retrieval-Augmented Generation for Medical Question Answering
by: Sivakumar, Aswini, et al.
Published: (2026)

Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model
by: Wang, Naibo, et al.
Published: (2025)

A Robust Incomplete Multimodal Low-Rank Adaptation Approach for Emotion Recognition
by: Zhao, Xinkui, et al.
Published: (2025)

MUST-RAG: MUSical Text Question Answering with Retrieval Augmented Generation
by: Kwon, Daeyong, et al.
Published: (2025)

Topology of Reasoning: Retrieved Cell Complex-Augmented Generation for Textual Graph Question Answering
by: Zhao, Sen, et al.
Published: (2026)

DeepEra: A Deep Evidence Reranking Agent for Scientific Retrieval-Augmented Generated Question Answering
by: Chen, Haotian, et al.
Published: (2026)

ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry
by: Chen, Qinwen, et al.
Published: (2025)

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
by: An, Kaikai, et al.
Published: (2024)

Black-box Model Ensembling for Textual and Visual Question Answering via Information Fusion
by: Xia, Yuxi, et al.
Published: (2024)

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
by: Zhang, Xiaoming, et al.
Published: (2024)

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

MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
by: Liu, Lihui, et al.
Published: (2025)

Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering
by: Ge, Xueren, et al.
Published: (2025)

Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation
by: Saba, Walid, et al.
Published: (2024)

Beyond Independent Passages: Adaptive Passage Combination Retrieval for Retrieval Augmented Open-Domain Question Answering
by: Ko, Ting-Wen, et al.
Published: (2025)

MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering
by: Wu, Hui, et al.
Published: (2026)

Measuring Retrieval Complexity in Question Answering Systems
by: Gabburo, Matteo, et al.
Published: (2024)

Efficient Medical Question Answering with Knowledge-Augmented Question Generation
by: Khlaut, Julien, et al.
Published: (2024)

Causal Question Answering with Reinforcement Learning
by: Blübaum, Lukas, et al.
Published: (2023)

RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
by: Chen, Zhongwu, et al.
Published: (2024)

TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
by: Li, Shuo, et al.
Published: (2023)

To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering
by: Frisoni, Giacomo, et al.
Published: (2024)

Cooperative Retrieval-Augmented Generation for Question Answering: Mutual Information Exchange and Ranking by Contrasting Layers
by: Ko, Youmin, et al.
Published: (2025)