Copertina

When Large Language Models Meet Vector Databases: A Survey

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Jing, Zhi, Su, Yongye, Han, Yikun, Yuan, Bo, Xu, Haiyun, Liu, Chunjiang, Chen, Kehai, Zhang, Min
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Databases Artificial Intelligence Computation and Language Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Large Language Models on Fine-grained Emotion Detection Dataset with Data Augmentation and Transfer Learning
di: Wang, Kaipeng, et al.
Pubblicazione: (2024)

Castle: Causal Cascade Updates in Relational Databases with Large Language Models
di: Su, Yongye, et al.
Pubblicazione: (2025)

Relational Database Augmented Large Language Model
di: Qin, Zongyue, et al.
Pubblicazione: (2024)

A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge
di: Ma, Le, et al.
Pubblicazione: (2023)

Hybrid Querying Over Relational Databases and Large Language Models
di: Zhao, Fuheng, et al.
Pubblicazione: (2024)

A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature
di: Liu, Chunjiang, et al.
Pubblicazione: (2024)

Understanding Graph Databases: A Comprehensive Tutorial and Survey
di: Anuyah, Sydney, et al.
Pubblicazione: (2024)

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

Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching
di: Wang, Tianshu, et al.
Pubblicazione: (2024)

Language-Native Materials Processing Design by Lightly Structured Text Database and Reasoning Large Language Model
di: Liu, Yuze, et al.
Pubblicazione: (2025)

MatTools: Benchmarking Large Language Models for Materials Science Tools
di: Liu, Siyu, et al.
Pubblicazione: (2025)

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

RouterKGQA: Specialized--General Model Routing for Constraint-Aware Knowledge Graph Question Answering
di: Yuan, Bo, et al.
Pubblicazione: (2026)

DBCopilot: Natural Language Querying over Massive Databases via Schema Routing
di: Wang, Tianshu, et al.
Pubblicazione: (2023)

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

Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL
di: Zhong, Qihuang, et al.
Pubblicazione: (2024)

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

Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform
di: Bulgakov, Vitaly, et al.
Pubblicazione: (2024)

LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency
di: Li, Zhaodonghui, et al.
Pubblicazione: (2024)

SQUiD: Synthesizing Relational Databases from Unstructured Text
di: Sadia, Mushtari, et al.
Pubblicazione: (2025)

Are Large Language Models a Good Replacement of Taxonomies?
di: Sun, Yushi, et al.
Pubblicazione: (2024)

CodeS: Towards Building Open-source Language Models for Text-to-SQL
di: Li, Haoyang, et al.
Pubblicazione: (2024)

Confidence Estimation for Text-to-SQL in Large Language Models
di: Maleki, Sepideh Entezari, et al.
Pubblicazione: (2025)

MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering
di: Lin, Teng, et al.
Pubblicazione: (2025)

Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation
di: Zheng, Yihang, et al.
Pubblicazione: (2024)

HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
di: Jin, Rihui, et al.
Pubblicazione: (2024)

ContextCache: Context-Aware Semantic Cache for Multi-Turn Queries in Large Language Models
di: Yan, Jianxin, et al.
Pubblicazione: (2025)

Structure Guided Large Language Model for SQL Generation
di: Zhang, Qinggang, et al.
Pubblicazione: (2024)

Static Type Checking for Database Access Code
di: Kirz, Thomas James, et al.
Pubblicazione: (2026)

TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs
di: Liu, Shige, et al.
Pubblicazione: (2025)

PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks
di: Berti, Alessandro, et al.
Pubblicazione: (2024)

Disambiguate Entity Matching using Large Language Models through Relation Discovery
di: Huang, Zezhou
Pubblicazione: (2024)

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

An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model
di: Zheng, Ziyang, et al.
Pubblicazione: (2024)

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

Advancing the Database of Cross-Linguistic Colexifications with New Workflows and Data
di: Tjuka, Annika, et al.
Pubblicazione: (2025)

PyTond: Efficient Python Data Science on the Shoulders of Databases
di: Shahrokhi, Hesam, et al.
Pubblicazione: (2024)

Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models
di: Cai, Ting, et al.
Pubblicazione: (2025)

PURPLE: Making a Large Language Model a Better SQL Writer
di: Ren, Tonghui, et al.
Pubblicazione: (2024)

RADAR: Benchmarking Language Models on Imperfect Tabular Data
di: Gu, Ken, et al.
Pubblicazione: (2025)