Cover Image

TransClean: Finding False Positives in Multi-Source Entity Matching under Real-World Conditions via Transitive Consistency

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pardo, Fernando de Meer, Misheva, Branka Hadji, Braschler, Martin, Stockinger, Kurt
Format:	Preprint
Published:	2025
Subjects:	Databases Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GraLMatch: Matching Groups of Entities with Graphs and Language Models
by: Pardo, Fernando De Meer, et al.
Published: (2024)

GenJoin: Conditional Generative Plan-to-Plan Query Optimizer that Learns from Subplan Hints
by: Sulimov, Pavel, et al.
Published: (2024)

Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective
by: Lehmann, Claude, et al.
Published: (2023)

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

Evaluating Blocking Biases in Entity Matching
by: Moslemi, Mohammad Hossein, et al.
Published: (2024)

SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark
by: Sivasubramaniam, Sithursan, et al.
Published: (2024)

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

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

Entity Matching by Pool-based Active Learning
by: Han, Youfang, et al.
Published: (2022)

Structured Multi-Step Reasoning for Entity Matching Using Large Language Model
by: Bopardikar, Rohan, et al.
Published: (2025)

BEACON: Budget-Aware Entity Matching Across Domains (Extended Technical Report)
by: Pulsone, Nicholas, et al.
Published: (2026)

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

Data-Driven Information Extraction and Enrichment of Molecular Profiling Data for Cancer Cell Lines
by: Smith, Ellery, et al.
Published: (2023)

Cleaning data with Swipe
by: Boeckling, Toon, et al.
Published: (2024)

Cross-Modal Entity Matching for Visually Rich Documents
by: Sarkhel, Ritesh, et al.
Published: (2023)

Liberal Entity Matching as a Compound AI Toolchain
by: Fu, Silvery D., et al.
Published: (2024)

Enhancing Security in Blockchain Networks: Anomalies, Frauds, and Advanced Detection Techniques
by: Osterrieder, Joerg, et al.
Published: (2024)

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

Cost-Efficient RAG for Entity Matching with LLMs: A Blocking-based Exploration
by: Ma, Chuangtao, et al.
Published: (2026)

AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model
by: Zhang, Zeyu, et al.
Published: (2024)

Data Cleaning of Data Streams
by: Restat, Valerie, et al.
Published: (2025)

FairEM360: A Suite for Responsible Entity Matching
by: Shahbazi, Nima, et al.
Published: (2024)

OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport
by: Pirhadi, Alireza, et al.
Published: (2024)

Data Cleaning Using Large Language Models
by: Zhang, Shuo, et al.
Published: (2024)

RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes
by: Naeem, Zan Ahmad, et al.
Published: (2023)

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

SQLGovernor: An LLM-powered SQL Toolkit for Real World Application
by: Jiang, Jie, et al.
Published: (2025)

HybEA: Hybrid Models for Entity Alignment
by: Fanourakis, Nikolaos, et al.
Published: (2024)

Finding Near-Optimal Maximum Set of Disjoint $k$-Cliques in Real-World Social Networks
by: Lin, Wenqing, et al.
Published: (2025)

Step-by-Step Data Cleaning Recommendations to Improve ML Prediction Accuracy
by: Mohammed, Sedir, et al.
Published: (2025)

An Open Source Python Library for Anonymizing Sensitive Data
by: Díaz, Judith Sáinz-Pardo, et al.
Published: (2024)

Entity-Aware and Secure Query Optimization in Database Using Named Entity Recognition
by: Sultana, Azrin, et al.
Published: (2026)

Progressive Entity Resolution: A Design Space Exploration
by: Maciejewski, Jakub, et al.
Published: (2025)

ASPEN: ASP-Based System for Collective Entity Resolution
by: Xiang, Zhiliang, et al.
Published: (2024)

FastER: On-Demand Entity Resolution in Property Graphs
by: Wang, Shujing, et al.
Published: (2025)

LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs
by: Biester, Fabian, et al.
Published: (2024)

RED2Hunt: an Actionable Framework for Cleaning Operational Databases with Surrogate Keys
by: Marcy, Mathilde, et al.
Published: (2025)

Improving Data Cleaning Using Discrete Optimization
by: Smith, Kenneth, et al.
Published: (2024)

Can we trust LLM Self-Explanations for Entity Resolution?
by: Teofili, Tommaso, et al.
Published: (2026)

Efficient Model Repository for Entity Resolution: Construction, Search, and Integration
by: Christen, Victor, et al.
Published: (2024)