Cover Image

Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Qixu, He, Yeye, Wong, Raymond Chi-Wing, Cui, Weiwei, Ge, Song, Zhang, Haidong, Zhang, Dongmei, Chaudhuri, Surajit
Format:	Preprint
Published:	2025
Subjects:	Databases Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
by: Chen, Sibei, et al.
Published: (2024)

Auto-Prep: Holistic Prediction of Data Preparation Steps for Self-Service Business Intelligence
by: Lai, Eugenie Y., et al.
Published: (2025)

Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning
by: Xing, Junjie, et al.
Published: (2024)

MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
by: Xing, Junjie, et al.
Published: (2025)

Monte Carlo Tree Search with Reasoning Path Refinement for Small Language Models in Conversational Text-to-NoSQL
by: Xiong, Xubang, et al.
Published: (2026)

Quantum Preference Query
by: Liu, Hao, et al.
Published: (2024)

First Tree-like Quantum Data Structure: Quantum B+ Tree
by: Liu, Hao, et al.
Published: (2024)

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

Wii: Dynamic Budget Reallocation In Index Tuning
by: Wang, Xiaoying, et al.
Published: (2025)

Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation
by: Lu, Jinwei, et al.
Published: (2025)

Towards Reliable Agentic Progressive Text-to-Visualization with Verification Rules
by: Xu, Wenxin, et al.
Published: (2026)

DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization
by: Wan, Zhuoyue, et al.
Published: (2024)

NL4ST: A Natural Language Query Tool for Spatio-Temporal Databases
by: Wang, Xieyang, et al.
Published: (2026)

Elastic Index Selection for Label-Hybrid AKNN Search
by: Yang, Mingyu, et al.
Published: (2025)

Esc: An Early-stopping Checker for Budget-aware Index Tuning
by: Wang, Xiaoying, et al.
Published: (2025)

Evaluating the Practical Effectiveness of LLM-Driven Index Tuning with Microsoft Database Tuning Advisor
by: Wang, Xiaoying, et al.
Published: (2026)

OsmT: Bridging OpenStreetMap Queries and Natural Language with Open-source Tag-aware Language Models
by: Wan, Zhuoyue, et al.
Published: (2025)

Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search
by: Gao, Jianyang, et al.
Published: (2024)

MINT: Multi-Vector Search Index Tuning
by: Zhu, Jiongli, et al.
Published: (2025)

NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation
by: Liu, Xinyu, et al.
Published: (2025)

Automated, Unsupervised, and Auto-parameterized Inference of Data Patterns and Anomaly Detection
by: Qin, Qiaolin, et al.
Published: (2024)

Revisiting RaBitQ and TurboQuant: A Symmetric Comparison of Methods, Theory, and Experiments
by: Gao, Jianyang, et al.
Published: (2026)

AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation
by: Zhang, Jintao, et al.
Published: (2024)

Constant Optimization Driven Database System Testing
by: Zhang, Chi, et al.
Published: (2025)

Budget-aware Query Tuning: An AutoML Perspective
by: Wu, Wentao, et al.
Published: (2024)

ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement
by: Hong, Zijin, et al.
Published: (2026)

AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes
by: Gruenheid, Anja, et al.
Published: (2025)

LLM-assisted Labeling Function Generation for Semantic Type Detection
by: Li, Chenjie, et al.
Published: (2024)

PAT: Pattern-Perceptive Transformer for Error Detection in Relational Databases
by: Fu, Jian, et al.
Published: (2025)

A Simple and Fast Way to Handle Semantic Errors in Transactions
by: Zeng, Jinghan, et al.
Published: (2024)

AutoDDG: Automated Dataset Description Generation using Large Language Models
by: Zhang, Haoxiang, et al.
Published: (2025)

An Encode-then-Decompose Approach to Unsupervised Time Series Anomaly Detection on Contaminated Training Data--Extended Version
by: Zhang, Buang, et al.
Published: (2025)

Data-Semantics-Aware Recommendation of Diverse Pivot Tables
by: Cho, Whanhee, et al.
Published: (2025)

ZeroED: Hybrid Zero-shot Error Detection through Large Language Model Reasoning
by: Ni, Wei, et al.
Published: (2025)

Multivariate Time Series Cleaning under Speed Constraints
by: Zhang, Aoqian, et al.
Published: (2024)

Auto-Configuring Entity Resolution Pipelines
by: Nikoletos, Konstantinos, et al.
Published: (2025)

Cocoon: Semantic Table Profiling Using Large Language Models
by: Huang, Zezhou, et al.
Published: (2024)

GeoLayer: Towards Low-Latency and Cost-Efficient Geo-Distributed Graph Stores with Layered Graph
by: Yao, Feng, et al.
Published: (2025)

SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder
by: Pourreza, Mohammadreza, et al.
Published: (2024)

MechDetect: Detecting Data-Dependent Errors
by: Jung, Philipp, et al.
Published: (2025)