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Entity resolution on-demand
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Entity resolution on-demand (2022)Entity resolution on-demandNeural Networks for Entity Matching: A Survey (2021)Neural Networks for Entity Ma…Deep learning for blocking in entity matching (2021)Deep learning for blocking in…CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks (2021)CleanML: A Study for Evaluati…ZeroER: Entity Resolution using Zero Labeled Examples (2020)ZeroER: Entity Resolution usi…Three-dimensional Entity Resolution with JedAI (2020)Three-dimensional Entity Reso…Deep entity matching with pre-trained language models (2020)Deep entity matching with pre…Data lake management (2019)Data lake managementDeep Learning for Entity Matching (2018)Deep Learning for Entity Matc…Human-in-the-loop data integration (2017)Human-in-the-loop data integr…Online entity resolution using an Oracle (2016)Online entity resolution usin…Comparative analysis of approximate blocking techniques for entity resolution (2016)Comparative analysis of appro…Progressive Duplicate Detection (2014)Progressive Duplicate Detecti…Pay-As-You-Go Entity Resolution (2012)Pay-As-You-Go Entity Resoluti…A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)A Survey of Indexing Techniqu…Swoosh: a generic approach to entity resolution (2008)Swoosh: a generic approach to…A Theory for Record Linkage (1969)A Theory for Record LinkageData Cleaning: Problems and Current Approaches. (2000)Duplicate Record Detection: A Survey (2006)CrowdER (2012)NADEEF (2013)Automatic Linkage of Vital Records (1959)The merge/purge problem for large databases (1995)Meta-Blocking: Taking Entity Resolutionto the Next Level (2013)A Survey on Blocking Technology of Entity Resolution (2020)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Frameworks for entity matching: A comparison (2009)Entity resolution (2012)Adaptive duplicate detection using learnable string similarity measures (2003)Distributed representations of tuples for entity resolution (2018)An Overview of End-to-End Entity Resolution for Big Data (2020)Big Data Integration (2013)DataHub: Collaborative Data Science & Dataset Version Management at Scale (2014)Data collection and quality challenges for deep learning (2020)Data Preparation (2020)Finding Related Tables in Data Lakes for Interactive Data Science (2020)Interactive deduplication using active learning (2002)Can Foundation Models Wrangle Your Data? (2022)Data cleaning and machine learning: a systematic literature review (2024)Data Preprocessing in Data Mining (2014)Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation (2023)Data Readiness for AI: A 360-Degree Survey (2025)A comparison of string distance metrics for name-matching tasks (2003)(Almost) all of entity resolution (2022)Dual-objective fine-tuning of BERT for entity matching (2021)
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References

  • 1969A Theory for Record Linkage2,522 cited
  • 2011A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication680 cited
  • 2018Deep Learning for Entity Matching554 cited
  • 2008Swoosh: a generic approach to entity resolution493 cited
  • 2020Deep entity matching with pre-trained language models403 cited
  • 2019Data lake management253 cited
  • 2016Comparative analysis of approximate blocking techniques for entity resolution176 cited
  • 2012Pay-As-You-Go Entity Resolution166 cited
  • 2021CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks138 cited
  • 2021Neural Networks for Entity Matching: A Survey125 cited
  • 2016Online entity resolution using an Oracle108 cited
  • 2014Progressive Duplicate Detection107 cited
  • 2020ZeroER: Entity Resolution using Zero Labeled Examples91 cited
  • 2021Deep learning for blocking in entity matching91 cited
  • 2017Human-in-the-loop data integration86 cited
  • 2020Three-dimensional Entity Resolution with JedAI73 cited

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