Image de couverture de livre

Rethinking Retrieval-Augmentation as Synthesis: A Query-Aware Context Merging Approach

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Guo, Jiarui, Xu, Yuemeng, Lv, Zongwei, Wang, Yangyujia, Wang, Xiaolin, Liu, Kan, Lan, Tao, Qu, Lin, Yang, Tong
Format:	Preprint
Publié:	2026
Sujets:	Information Retrieval
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Query-Aware Graph Neural Networks for Enhanced Retrieval-Augmented Generation
par: Agrawal, Vibhor, et autres
Publié: (2025)

Rethinking On-policy Optimization for Query Augmentation
par: Xu, Zhichao, et autres
Publié: (2025)

Structure Guided Retrieval-Augmented Generation for Factual Queries
par: Xie, Miao, et autres
Publié: (2026)

Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL
par: Nahid, Md Mahadi Hasan, et autres
Publié: (2025)

Rethinking Soft Compression in Retrieval-Augmented Generation: A Query-Conditioned Selector Perspective
par: Liu, Yunhao, et autres
Publié: (2026)

RAQG-QPP: Query Performance Prediction with Retrieved Query Variants and Retrieval Augmented Query Generation
par: Tian, Fangzheng, et autres
Publié: (2026)

Context Awareness Gate For Retrieval Augmented Generation
par: Heydari, Mohammad Hassan, et autres
Publié: (2024)

RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations
par: Rao, Jiarui, et autres
Publié: (2024)

Unsupervised Query Routing for Retrieval Augmented Generation
par: Mu, Feiteng, et autres
Publié: (2025)

An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models
par: Wang, Mengzhao, et autres
Publié: (2024)

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
par: Xia, Yu, et autres
Publié: (2024)

Augmenting Textual Generation via Topology Aware Retrieval
par: Wang, Yu, et autres
Publié: (2024)

Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking
par: Feng, Jun, et autres
Publié: (2026)

PAMAS: Self-Adaptive Multi-Agent System with Perspective Aggregation for Misinformation Detection
par: Wang, Zongwei, et autres
Publié: (2026)

AdaGATE: Adaptive Gap-Aware Token-Efficient Evidence Assembly for Multi-Hop Retrieval-Augmented Generation
par: Guo, Yilin, et autres
Publié: (2026)

QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors
par: Zhang, Kepu, et autres
Publié: (2025)

Enhancing Retrieval-Augmented Generation with Two-Stage Retrieval: FlashRank Reranking and Query Expansion
par: George, Sherine
Publié: (2025)

Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models
par: Cong, Youan, et autres
Publié: (2024)

Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
par: Zhang, Yingyi, et autres
Publié: (2025)

Transform Before You Query: A Privacy-Preserving Approach for Vector Retrieval with Embedding Space Alignment
par: He, Ruiqi, et autres
Publié: (2025)

Doctor-RAG: Failure-Aware Repair for Agentic Retrieval-Augmented Generation
par: Jiao, Shuguang, et autres
Publié: (2026)

Fairness-Aware Retrieval Optimization for Retrieval-Augmented Generation
par: Zhao, Yingqi, et autres
Publié: (2026)

R$^3$AG: Retriever Routing for Retrieval-Augmented Generation
par: Zhao, Tong, et autres
Publié: (2026)

A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models
par: Wei, Qikai, et autres
Publié: (2025)

A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models
par: Zhang, Gongbo, et autres
Publié: (2024)

EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation
par: Hwang, Taeho, et autres
Publié: (2024)

TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation
par: Tao, Wenbiao, et autres
Publié: (2025)

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
par: Zhang, Xiaoming, et autres
Publié: (2024)

Can Synthetic Query Rewrites Capture User Intent Better than Humans in Retrieval-Augmented Generation?
par: Zheng, JiaYing, et autres
Publié: (2025)

Database-Augmented Query Representation for Information Retrieval
par: Jeong, Soyeong, et autres
Publié: (2024)

Task-Aware Retrieval Augmentation for Dynamic Recommendation
par: Tao, Zhen, et autres
Publié: (2025)

Why Not Together? A Multiple-Round Recommender System for Queries and Items
par: Jin, Jiarui, et autres
Publié: (2024)

Improving Retrieval in Sponsored Search by Leveraging Query Context Signals
par: Mohankumar, Akash Kumar, et autres
Publié: (2024)

PruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented Generation
par: Jiao, Shuguang, et autres
Publié: (2026)

Bridging Queries and Tables through Entities in Table Retrieval
par: Li, Da, et autres
Publié: (2025)

Show Me the Infographic I Imagine: Intent-Aware Infographic Retrieval for Authoring Support
par: Xu, Jing, et autres
Publié: (2026)

RARe: Retrieval Augmented Retrieval with In-Context Examples
par: Tejaswi, Atula, et autres
Publié: (2024)

Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance
par: Nagy, Akos, et autres
Publié: (2025)

Backtracing: Retrieving the Cause of the Query
par: Wang, Rose E., et autres
Publié: (2024)

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
par: Wang, Shijie, et autres
Publié: (2025)