Cover Image

Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Poliakov, Mykhailo, Shvai, Nadiya
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MisSynth: Improving MISSCI Logical Fallacies Classification with Synthetic Data
by: Poliakov, Mykhailo, et al.
Published: (2025)

Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective
by: Yang, Rui, et al.
Published: (2024)

Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases
by: Tan, Zhao, et al.
Published: (2026)

LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration
by: Cao, Yukun, et al.
Published: (2024)

Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs
by: Thompson, Travis, et al.
Published: (2025)

CompactRAG: Reducing LLM Calls and Token Overhead in Multi-Hop Question Answering
by: Yang, Hao, et al.
Published: (2026)

MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases
by: Lin, Zhisheng, et al.
Published: (2024)

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
by: Zhuang, Ziyuan, et al.
Published: (2024)

Database Normalization via Dual-LLM Self-Refinement
by: Jo, Eunjae, et al.
Published: (2025)

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems
by: Pham, Hoang, et al.
Published: (2025)

Credible Plan-Driven RAG Method for Multi-Hop Question Answering
by: Zhang, Ningning, et al.
Published: (2025)

RAG-Stack: Co-Optimizing RAG Quality and Performance From the Vector Database Perspective
by: Jiang, Wenqi
Published: (2025)

Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
by: Sui, Songyuan, et al.
Published: (2025)

Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
by: Hong, Zijin, et al.
Published: (2024)

NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language
by: Liang, Yuanyuan, et al.
Published: (2024)

Beyond Linear LLM Invocation: An Efficient and Effective Semantic Filter Paradigm
by: Hou, Nan, et al.
Published: (2026)

QCFuse: Query-Centric Cache Fusion for Efficient RAG Inference
by: Yan, Jianxin, et al.
Published: (2026)

GaussMaster: An LLM-based Database Copilot System
by: Zhou, Wei, et al.
Published: (2025)

A Fixed-Budget, Cluster-Aware Standard for LLM-as-a-Judge Evaluation: A Multi-Hop RAG Stress Test
by: Sartori, Camilo Chacón, et al.
Published: (2026)

R-Bot: An LLM-based Query Rewrite System
by: Sun, Zhaoyan, et al.
Published: (2024)

PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
by: Sun, Hui, et al.
Published: (2025)

Multi-hop Question Answering over Knowledge Graphs using Large Language Models
by: Chakraborty, Abir
Published: (2024)

From Documents to Database: Failure Modes for Industrial Assets
by: Kabakci-Zorlu, Duygu, et al.
Published: (2025)

SQL-Exchange: Transforming SQL Queries Across Domains
by: Daviran, Mohammadreza, et al.
Published: (2025)

Query Carefully: Detecting the Unanswerables in Text-to-SQL Tasks
by: Saxer, Jasmin, et al.
Published: (2025)

Skeletons Matter: Dynamic Data Augmentation for Text-to-Query
by: Ji, Yuchen, et al.
Published: (2025)

Text to Query Plans for Question Answering on Large Tables
by: Zhang, Yipeng, et al.
Published: (2025)

PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization
by: Wu, Jiayi, et al.
Published: (2024)

NL2KQL: From Natural Language to Kusto Query
by: Tang, Xinye, et al.
Published: (2024)

Graph Query Generation with Constraint-guided Large Language Agents
by: Wang, Mengying, et al.
Published: (2026)

Natural Language Interaction with Databases on Edge Devices in the Internet of Battlefield Things
by: Molek, Christopher D., et al.
Published: (2025)

MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization
by: Lu, Jinwei, et al.
Published: (2026)

FB-RAG: Improving RAG with Forward and Backward Lookup
by: Chawla, Kushal, et al.
Published: (2025)

Replace, Don't Expand: Mitigating Context Dilution in Multi-Hop RAG via Fixed-Budget Evidence Assembly
by: Lahmy, Moshe, et al.
Published: (2025)

A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications
by: Shang, Wenbo, et al.
Published: (2024)

Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries
by: Fürst, Jonathan, et al.
Published: (2024)

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL
by: Liang, Yuanyuan, et al.
Published: (2024)

Schema-Aware Multi-Task Learning for Complex Text-to-SQL
by: Wu, Yangjun, et al.
Published: (2024)

Toward Multi-Database Query Reasoning for Text2Cypher
by: Ozsoy, Makbule Gulcin
Published: (2026)

Natural Language Interfaces for Spatial and Temporal Databases: A Comprehensive Overview of Methods, Taxonomy, and Future Directions
by: Acharja, Samya, et al.
Published: (2026)