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Deep entity matching with adversarial active learning
16 references·0 citing·29 second hop
Deep entity matching with adversarial active learning (2022)Deep entity matching with adversarial act…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…A Survey on Blocking Technology of Entity Resolution (2020)A Survey on Blocking Technolo…Low-resource Deep Entity Resolution with Transfer and Active Learning (2019)Low-resource Deep Entity Reso…Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution (2019)Deep Sequence-to-Sequence Ent…Auto-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…Deep Learning for Entity Matching (2018)Deep Learning for Entity Matc…HoloClean (2017)HoloCleanFalcon (2017)FalconOnline entity resolution using an Oracle (2016)Online entity resolution usin…Comparative analysis of approximate blocking techniques for entity resolution (2016)Comparative analysis of appro…Entity resolution for big data (2013)Entity resolution for big dataA Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces (2013)A Blocking Framework for Enti…MFIBlocks: An effective blocking algorithm for entity resolution (2012)MFIBlocks: An effective block…On active learning of record matching packages (2010)On active learning of record …CiteSeer (1998)Adaptive duplicate detection using learnable string similarity measures (2003)Duplicate Record Detection: A Survey (2006)Question selection for crowd entity resolution (2013)Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges (2017)CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks (2021)The merge/purge problem for large databases (1995)A comparison of string distance metrics for name-matching tasks (2003)The Four Generations of Entity Resolution (2021)A Theory for Record Linkage (1969)Neural Networks for Entity Matching: A Survey (2021)(Almost) all of entity resolution (2022)Data Cleaning: Problems and Current Approaches. (2000)Automating large-scale data quality verification (2018)A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective (2019)On the Opportunities and Risks of Foundation Models (2021)Wikidata (2014)Baran (2020)Deep learning for blocking in entity matching (2021)Data cleaning and machine learning: a systematic literature review (2024)Interactive deduplication using active learning (2002)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Can Foundation Models Wrangle Your Data? (2022)Data Matching (2012)Big data, big challenges: risk management of financial market in the digital economy (2021)Exploring and Validating the Effects of Mega Projects on Infrastructure Development Influencing Sustainable Environment and Project Management (2021)Understanding the role of big data analytics for coordination of electronic retail service supply chain (2021)An Overview of End-to-End Entity Resolution for Big Data (2020)Blocking and Filtering Techniques for Entity Resolution (2020)
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References

  • 2018Deep Learning for Entity Matching554 cited
  • 2017HoloClean477 cited
  • 2020Deep entity matching with pre-trained language models403 cited
  • 2018Distributed representations of tuples for entity resolution240 cited
  • 2010On active learning of record matching packages182 cited
  • 2016Comparative analysis of approximate blocking techniques for entity resolution176 cited
  • 2013A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces138 cited
  • 2019Low-resource Deep Entity Resolution with Transfer and Active Learning134 cited
  • 2019Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning119 cited
  • 2020A Survey on Blocking Technology of Entity Resolution115 cited
  • 2016Online entity resolution using an Oracle108 cited
  • 2019Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution88 cited
  • 2013Entity resolution for big data88 cited
  • 2017Falcon87 cited
  • 2020Three-dimensional Entity Resolution with JedAI73 cited
  • 2012MFIBlocks: An effective blocking algorithm for entity resolution

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