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GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks
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GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks (2020)GraphER: Token-Centric Entity Resolution …Distributed representations of tuples for entity resolution (2018)Distributed representations o…Distributed representations of tuples for entity resolution (2018)Distributed representations o…Synthesizing entity matching rules by examples (2017)Synthesizing entity matching …Online entity resolution using an Oracle (2016)Online entity resolution usin…Data Curation at Scale: The Data Tamer System (2013)Data Curation at Scale: The D…Big Data Integration (2013)Big Data IntegrationCrowdER: Crowdsourcing Entity Resolution (2012)CrowdER: Crowdsourcing Entity…Evaluation of entity resolution approaches on real-world match problems (2010)Evaluation of entity resoluti…Large-Scale Deduplication with Constraints Using Dedupalog (2009)Large-Scale Deduplication wit…Collective entity resolution in relational data (2007)Collective entity resolution …Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …Learning to match and cluster large high-dimensional data sets for data integration (2002)Learning to match and cluster…Learning to match and cluster large high-dimensional data sets for data integration (2002)Learning to match and cluster…Interactive deduplication using active learning (2002)Interactive deduplication usi…The merge/purge problem for large databases (1995)The merge/purge problem for l…Improving the Efficiency and Effectiveness for BERT-based Entity Resolution (2021)Improving the Efficiency and …A Theory for Record Linkage (1969)Data Cleaning: Problems and Current Approaches. (2000)A comparison of string distance metrics for name-matching tasks (2003)Entity resolution (2012)Distributed representations of tuples for entity resolution (2018)Deep entity matching with pre-trained language models (2020)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Digital libraries and autonomous citation indexing (1999)The State of Record Linkage and Current Research Problems (1999)Duplicate Record Detection: A Survey (2006)Data fusion (2009)Detecting data errors (2016)Data lake management (2019)An Overview of End-to-End Entity Resolution for Big Data (2020)Potter's Wheel: An Interactive Data Cleaning System (2001)A Comparison of Fast Blocking Methods for Record Linkage (2003)Data Wrangling: The Challenging Yourney from the Wild to the Lake. (2015)The data civilizer system (2017)Data Integration: The Current Status and the Way Forward. (2018)CiteSeer (1998)Frameworks for entity matching: A comparison (2009)Inferring anchor links across multiple heterogeneous social networks (2013)A Survey of Fake News (2020)Exploratory Data Mining and Data Cleaning (2003)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)A taxonomy of privacy-preserving record linkage techniques (2012)Foundations of Data Quality Management (2012)Reference reconciliation in complex information spaces (2005)Deep Learning for Entity Matching (2018)Foundations of Data Quality Management (2012)SIGMa (2013)Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning (2019)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)Neural Networks for Entity Matching: A Survey (2021)
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References

  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 1995The merge/purge problem for large databases809 cited
  • 2002Interactive deduplication using active learning696 cited
  • 2007Collective entity resolution in relational data593 cited
  • 2013Big Data Integration564 cited
  • 2010Evaluation of entity resolution approaches on real-world match problems444 cited
  • 2002Learning to match and cluster large high-dimensional data sets for data integration347 cited
  • 2013Data Curation at Scale: The Data Tamer System190 cited
  • 2009Large-Scale Deduplication with Constraints Using Dedupalog176 cited
  • 2018Distributed representations of tuples for entity resolution149 cited
  • 2017Synthesizing entity matching rules by examples120 cited
  • 2016Online entity resolution using an Oracle108 cited
  • 2018Distributed representations of tuples for entity resolution88 cited
  • 2002Learning to match and cluster large high-dimensional data sets for data integration83 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures79 cited
  • 2012

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CrowdER: Crowdsourcing Entity Resolution
63 cited

Cited by

  • 2021Improving the Efficiency and Effectiveness for BERT-based Entity Resolution39 cited