Cover Image

RUBEN: Rule-Based Explanations for Retrieval-Augmented LLM Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rorseth, Joel, Godfrey, Parke, Golab, Lukasz, Srivastava, Divesh, Szlichta, Jarek
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rule-Based Explanations for Retrieval-Augmented LLM Systems
by: Rorseth, Joel, et al.
Published: (2025)

RAGE Against the Machine: Retrieval-Augmented LLM Explanations
by: Rorseth, Joel, et al.
Published: (2024)

Explaining Expert Search and Team Formation Systems with ExES
by: Golzadeh, Kiarash, et al.
Published: (2024)

Logic Rules as Explanations for Legal Case Retrieval
by: Sun, Zhongxiang, et al.
Published: (2024)

MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education
by: Jang, Dongsuk, et al.
Published: (2026)

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System
by: Yu, Qinkai, et al.
Published: (2024)

Semantic Tokens in Retrieval Augmented Generation
by: Suro, Joel
Published: (2024)

An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents
by: I, Godfrey
Published: (2025)

Illocutionary Explanation Planning for Source-Faithful Explanations in Retrieval-Augmented Language Models
by: Sovrano, Francesco, et al.
Published: (2026)

Enhancing LLM-Based Short Answer Grading with Retrieval-Augmented Generation
by: Chu, Yucheng, et al.
Published: (2025)

Cross-Genre Authorship Attribution via LLM-Based Retrieve-and-Rerank
by: Agarwal, Shantanu, et al.
Published: (2025)

Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval
by: Chitale, Pranjal A., et al.
Published: (2025)

Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
by: Qiu, Zhangchi, et al.
Published: (2025)

LLM-Augmented Changepoint Detection: A Framework for Ensemble Detection and Automated Explanation
by: Lukassen, Fabian, et al.
Published: (2026)

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

Comparison of Text-Based and Image-Based Retrieval in Multimodal Retrieval Augmented Generation Large Language Model Systems
by: Lumer, Elias, et al.
Published: (2025)

Triadic Multi-party Voice Activity Projection for Turn-taking in Spoken Dialogue Systems
by: Elmers, Mikey, et al.
Published: (2025)

Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations
by: Ranaldi, Leonardo, et al.
Published: (2024)

Learning to Route: A Rule-Driven Agent Framework for Hybrid-Source Retrieval-Augmented Generation
by: Bai, Haoyue, et al.
Published: (2025)

Four Things People Should Know About Migraines
by: Parsa, Mohammad S., et al.
Published: (2025)

Boosting Biomedical Concept Extraction by Rule-Based Data Augmentation
by: Shao, Qiwei, et al.
Published: (2024)

RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation Systems
by: Zeng, Yixiao, et al.
Published: (2025)

XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs
by: Chen, Zichen, et al.
Published: (2023)

DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
by: Wan, Herun, et al.
Published: (2024)

Initial Investigation of LLM-Assisted Development of Rule-Based Clinical NLP System
by: Shi, Jianlin, et al.
Published: (2025)

Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation
by: Sun, Yanming, et al.
Published: (2025)

Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation
by: Wang, Yuhao, et al.
Published: (2025)

Optimizing Retrieval-Augmented Generation of Medical Content for Spaced Repetition Learning
by: Kaczmarek, Jeremi I., et al.
Published: (2025)

Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media
by: Hebert, Liam, et al.
Published: (2023)

Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation
by: Zhang, Hengran, et al.
Published: (2025)

EVADE: LLM-Based Explanation Generation and Validation for Error Detection in NLI
by: Zuo, Longfei, et al.
Published: (2025)

LLM-Confidence Reranker: A Training-Free Approach for Enhancing Retrieval-Augmented Generation Systems
by: Song, Zhipeng, et al.
Published: (2026)

Retrieval-Augmented Generation Based Nurse Observation Extraction
by: Hwang, Kyomin, et al.
Published: (2026)

Causal Intervention-Based Memory Selection for Long-Horizon LLM Agents
by: Srivastava, Saksham Sahai
Published: (2026)

Evaluating the Retrieval Component in LLM-Based Question Answering Systems
by: Alinejad, Ashkan, et al.
Published: (2024)

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)

LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages
by: Coleman, Jared, et al.
Published: (2024)

RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information
by: Liu, Zhiwei, et al.
Published: (2024)

Retrieval-Augmented LLM Agents: Learning to Learn from Experience
by: Ferraz, Thomas Palmeira, et al.
Published: (2026)

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)