Cover Image

Retrieve-and-Verify: A Table Context Selection Framework for Accurate Column Annotations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ding, Zhihao, Sun, Yongkang, Shi, Jieming
Format:	Preprint
Published:	2025
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Efficient and Effective Table-Centric Table Union Search in Data Lakes
by: Sun, Yongkang, et al.
Published: (2026)

RACOON: An LLM-based Framework for Retrieval-Augmented Column Type Annotation with a Knowledge Graph
by: Wei, Lindsey Linxi, et al.
Published: (2024)

Efficient Methods for Accurate Sparse Trajectory Recovery and Map Matching
by: Tian, Wei, et al.
Published: (2025)

LakeHopper: Cross Data Lakes Column Type Annotation through Model Adaptation
by: Sun, Yushi, et al.
Published: (2026)

Evaluating Joinable Column Discovery Approaches for Context-Aware Search
by: Kokel, Harsha, et al.
Published: (2025)

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search
by: Kokel, Harsha, et al.
Published: (2025)

LINEAGEX: A Column Lineage Extraction System for SQL
by: Zhang, Shi Heng, et al.
Published: (2025)

Column-Oriented Datalog on the GPU
by: Sun, Yihao, et al.
Published: (2025)

Accurate Table Question Answering with Accessible LLMs
by: Jiang, Yangfan, et al.
Published: (2026)

EasyTUS: A Comprehensive Framework for Fast and Accurate Table Union Search across Data Lakes
by: Otto, Tim
Published: (2025)

Corra: Correlation-Aware Column Compression
by: Liu, Hanwen, et al.
Published: (2024)

Cross-domain-aware Worker Selection with Training for Crowdsourced Annotation
by: Sun, Yushi, et al.
Published: (2024)

VDDP: Verifiable Distributed Differential Privacy under the Client-Server-Verifier Setup
by: Sun, Haochen, et al.
Published: (2025)

COLE: A Column-based Learned Storage for Blockchain Systems
by: Zhang, Ce, et al.
Published: (2023)

Epistemic Bias Injection: Biasing LLMs via Selective Context Retrieval
by: Wu, Hao, et al.
Published: (2025)

Bullion: A Column Store for Machine Learning
by: Liao, Gang, et al.
Published: (2024)

DCMF: A Dynamic Context Monitoring and Caching Framework for Context Management Platforms
by: Manchanda, Ashish, et al.
Published: (2025)

COLE$^+$: Towards Practical Column-based Learned Storage for Blockchain Systems
by: Zhang, Ce, et al.
Published: (2026)

Large Language Model Enhanced Text-to-SQL Generation: A Survey
by: Zhu, Xiaohu, et al.
Published: (2024)

CALL: Context-Aware Low-Latency Retrieval in Disk-Based Vector Databases
by: Jeong, Yeonwoo, et al.
Published: (2025)

Subspace Collision: An Efficient and Accurate Framework for High-dimensional Approximate Nearest Neighbor Search
by: Wei, Jiuqi, et al.
Published: (2024)

Statistical Validation of Column Matching in the Database Schema Evolution of the Brazilian Public School Census
by: Yamanaka, Muriki G., et al.
Published: (2024)

Robust LLM-based Column Type Annotation via Prompt Augmentation with LoRA Tuning
by: Meng, Hanze, et al.
Published: (2025)

NeedleDB: A Generative-AI Based System for Accurate and Efficient Image Retrieval using Complex Natural Language Queries
by: Erfanian, Mahdi, et al.
Published: (2026)

ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
by: Huang, Keke, et al.
Published: (2025)

Conformal Prediction for Verifiable Learned Query Optimization
by: Liu, Hanwen, et al.
Published: (2025)

An Extensible and Verifiable Language for Query Rewrite Rules
by: Pan, Sicheng, et al.
Published: (2026)

An LLM Agent-Based Complex Semantic Table Annotation Approach
by: Geng, Yilin, et al.
Published: (2025)

Scalable Join Inference for Large Context Graphs
by: Tripathi, Shivani, et al.
Published: (2026)

Decomposition-Driven Multi-Table Retrieval and Reasoning for Numerical Question Answering
by: Luo, Feng, et al.
Published: (2026)

Accurate and Scalable Matrix Mechanisms via Divide and Conquer
by: He, Guanlin, et al.
Published: (2026)

Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns
by: Guo, Yuxiang, et al.
Published: (2025)

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching
by: Chen, Houming, et al.
Published: (2026)

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection
by: Liu, Chang, et al.
Published: (2024)

Octopus: A Lightweight Entity-Aware System for Multi-Table Data Discovery and Cell-Level Retrieval
by: Li, Wen-Zhi, et al.
Published: (2026)

Tursio for Credit Unions: Structured Data Search with Automated Context Graphs
by: Tripathi, Shivani, et al.
Published: (2026)

DP-S4S: Accurate and Scalable Select-Join-Aggregate Query Processing with User-Level Differential Privacy
by: Qiu, Yuan, et al.
Published: (2026)

THOR: Transformer Heuristics for On-Demand Retrieval
by: Shi, Isaac, et al.
Published: (2025)

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

TxnSails: Achieving Serializable Transaction Scheduling with Self-Adaptive Isolation Level Selection
by: Zhuang, Qiyu, et al.
Published: (2025)