Cover Image

Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ye, Hua, Chen, Siyuan, Zhong, Ziqi, Xiao, Canran, Zhang, Haoliang, Wu, Yuhan, Shen, Fei
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence I.2.7; H.3.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Local Hybrid Retrieval-Augmented Document QA
by: Astrino, Paolo
Published: (2025)

A Comparative Study of Language Models for Khmer Retrieval-Augmented Question Answering
by: Ros, Sereiwathna, et al.
Published: (2026)

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers
by: Alawadhi, Salahuddin, et al.
Published: (2025)

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks
by: Böckling, Martin, et al.
Published: (2025)

AI-Friendly LaTeX: Using LaTeX Code as a Knowledge Source for Retrieval-Augmented Generation
by: Verhoeff, Tom
Published: (2026)

Architecture Matters More Than Scale: A Comparative Study of Retrieval and Memory Augmentation for Financial QA Under SME Compute Constraints
by: Liu, Jianan, et al.
Published: (2026)

Query-Centric Graph Retrieval Augmented Generation
by: Wu, Yaxiong, et al.
Published: (2025)

LLM-as-a-Judge: Rapid Evaluation of Legal Document Recommendation for Retrieval-Augmented Generation
by: Pradhan, Anu, et al.
Published: (2025)

AuthorityBench: Benchmarking LLM Authority Perception for Reliable Retrieval-Augmented Generation
by: Yao, Zhihui, et al.
Published: (2026)

Stage-Audit: Auditable Source-Frontier Discovery for Cross-Wiki Tables
by: Shen, Chen
Published: (2026)

BridgeRAG: Training-Free Bridge-Conditioned Retrieval for Multi-Hop Question Answering
by: Bacellar, Andre
Published: (2026)

QUARK: Robust Retrieval under Non-Faithful Queries via Query-Anchored Aggregation
by: Lyu, Rita Qiuran, et al.
Published: (2026)

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

RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots
by: Feldman, Philip, et al.
Published: (2024)

NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data
by: Ming, Cong, et al.
Published: (2026)

Adaptive ToR: Complexity-Aware Tree-Based Retrieval for Pareto-Optimal Multi-Intent NLU
by: Yoo, Hee-Kyong, et al.
Published: (2026)

Benchmarking Google Embeddings 2 against Open-Source Models for Multilingual Dense Retrieval and RAG Systems
by: Cirillo, Stefano, et al.
Published: (2026)

MLDocRAG: Multimodal Long-Context Document Retrieval Augmented Generation
by: Zhang, Yongyue, et al.
Published: (2026)

Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models
by: Hu, Zhibo, et al.
Published: (2024)

Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use
by: Ho, Justin, et al.
Published: (2025)

The Case for Intent-Based Query Rewriting
by: Nicolai, Gianna Lisa, et al.
Published: (2025)

Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval
by: Niu, Mengjia, et al.
Published: (2024)

Fine-Grained Emotion Recognition via In-Context Learning
by: Ren, Zhaochun, et al.
Published: (2025)

A Systematic Framework for Enterprise Knowledge Retrieval: Leveraging LLM-Generated Metadata to Enhance RAG Systems
by: Mishra, Pranav Pushkar, et al.
Published: (2025)

Permanent Data Encoding (PDE): A Visual Language for Semantic Compression and Knowledge Preservation in 3-Character Units
by: Tsuyuki, Yoshiharu, et al.
Published: (2025)

Reconnecting Fragmented Citation Networks with Semantic Augmentation
by: Huong, Vu Thi, et al.
Published: (2026)

Bhakti: A Lightweight Vector Database Management System for Endowing Large Language Models with Semantic Search Capabilities and Memory
by: Wu, Zihao
Published: (2025)

CLAP: Coreference-Linked Augmentation for Passage Retrieval
by: Xu, Huanwei, et al.
Published: (2025)

Mind the Gap: Aligning Knowledge Bases with User Needs to Enhance Mental Health Retrieval
by: Chan, Amanda, et al.
Published: (2025)

Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis
by: Amamou, Hazem, et al.
Published: (2026)

Retrieval Augmented Thought Process for Private Data Handling in Healthcare
by: Pouplin, Thomas, et al.
Published: (2024)

Benchmarking Retrieval Strategies for Biomedical Retrieval-Augmented Generation: A Controlled Empirical Study
by: Bal, Devi Prasad, et al.
Published: (2026)

Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine
by: Kang, Bongsu, et al.
Published: (2024)

Flippi: End To End GenAI Assistant for E-Commerce
by: Rajasekar, Anand A., et al.
Published: (2025)

MasterSet: A Large-Scale Benchmark for Must-Cite Citation Recommendation in the AI/ML Literature
by: Ratul, Md Toyaha Rahman, et al.
Published: (2026)

NewsScope: Schema-Grounded Cross-Domain News Claim Extraction with Open Models
by: Pandya, Nidhi
Published: (2025)

Evaluation of Chunking Strategies for Effective Text Embedding in Low-Resource Language on Agricultural Documents
by: Chhoun, Sovandara, et al.
Published: (2026)

Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation
by: Iana, Andreea, et al.
Published: (2023)

Towards Adaptive Context Management for Intelligent Conversational Question Answering
by: Perera, Manoj Madushanka, et al.
Published: (2025)

Session Context Embedding for Intent Understanding in Product Search
by: Mehrdad, Navid, et al.
Published: (2024)