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Magellan
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Magellan (2016)MagellanNADEEF (2013)NADEEFA Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)A Survey of Indexing Techniqu…Duplicate Record Detection: A Survey (2006)Duplicate Record Detection: A…Interactive deduplication using active learning (2002)Interactive deduplication usi…(Almost) all of entity resolution (2022)(Almost) all of entity resolu…The Four Generations of Entity Resolution (2021)The Four Generations of Entit…Neural 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…ZeroER: Entity Resolution using Zero Labeled Examples (2020)ZeroER: Entity Resolution usi…Three-dimensional Entity Resolution with JedAI (2020)Three-dimensional Entity Reso…Entity matching with transformer architectures - a step forward in data integration (2020)Entity matching with transfor…Blocking and Filtering Techniques for Entity Resolution (2020)Blocking and Filtering Techni…The WDC Training Dataset and Gold Standard for Large-Scale Product Matching (2019)The WDC Training Dataset and …Raha (2019)RahaDeep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution (2019)Deep Sequence-to-Sequence Ent…Data Cleaning (2019)Data CleaningAuto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning (2019)Auto-EM: End-to-end Fuzzy Ent…Distributed representations of tuples for entity resolution (2018)Distributed representations o…Human-in-the-loop data integration (2017)Human-in-the-loop data integr…Magellan (2016)MagellanA Theory for Record Linkage (1969)Data Cleaning: Problems and Current Approaches. (2000)CrowdER (2012)Deep entity matching with pre-trained language models (2020)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Data quality: The other face of Big Data (2014)KATARA (2015)Detecting data errors (2016)Digital libraries and autonomous citation indexing (1999)The State of Record Linkage and Current Research Problems (1999)Collective entity resolution in relational data (2007)Big Data Integration (2013)Adaptive duplicate detection using learnable string similarity measures (2003)Wikidata (2014)Baran (2020)Data cleaning and machine learning: a systematic literature review (2024)Swoosh: a generic approach to entity resolution (2008)Rayyan—a web and mobile app for systematic reviews (2016)Rotom (2021)Research problems in data warehousing (1995)Deep Learning for Entity Matching (2018)Automatic Linkage of Vital Records (1959)Dual-objective fine-tuning of BERT for entity matching (2021)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Data collection and quality challenges for deep learning (2020)Low-resource Deep Entity Resolution with Transfer and Active Learning (2019)CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks (2021)Can Foundation Models Wrangle Your Data? (2022)
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References

  • 2006Duplicate Record Detection: A Survey1,979 cited
  • 2002Interactive deduplication using active learning696 cited
  • 2011A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication680 cited
  • 2013NADEEF313 cited

Cited by

  • 2020Blocking and Filtering Techniques for Entity Resolution212 cited
  • 2019Data Cleaning199 cited
  • 2018Distributed representations of tuples for entity resolution149 cited
  • 2019Raha132 cited
  • 2021Neural Networks for Entity Matching: A Survey125 cited
  • 2019Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning119 cited
  • 2022(Almost) all of entity resolution95 cited
  • 2020ZeroER: Entity Resolution using Zero Labeled Examples91 cited
  • 2021Deep learning for blocking in entity matching91 cited
  • 2019Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution88 cited
  • 2017Human-in-the-loop data integration86 cited
  • 2016Magellan79 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2021The Four Generations of Entity Resolution78 cited
  • 2019The WDC Training Dataset and Gold Standard for Large-Scale Product Matching77 cited
  • 2020Entity matching with transformer architectures - a step forward in data integration75 cited
  • 2020Three-dimensional Entity Resolution with JedAI73 cited