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Blocking and Filtering Techniques for Entity Resolution
16 references·10 citing·20 second hop
Blocking and Filtering Techniques for Entity Resolution (2020)Blocking and Filtering Techniques for Ent…Big Data Integration (2013)Big Data IntegrationEntity resolution (2012)Entity resolutionData Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection (2012)Data Matching: Concepts and T…A taxonomy of privacy-preserving record linkage techniques (2012)A taxonomy of privacy-preserv…A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)A Survey of Indexing Techniqu…Evaluation of entity resolution approaches on real-world match problems (2010)Evaluation of entity resoluti…Swoosh: a generic approach to entity resolution (2008)Swoosh: a generic approach to…Efficient similarity joins for near duplicate detection (2008)Efficient similarity joins fo…Efficient exact set-similarity joins (2006)Efficient exact set-similarit…Duplicate Record Detection: A Survey (2006)Duplicate Record Detection: A…A Primitive Operator for Similarity Joins in Data Cleaning (2006)A Primitive Operator for Simi…Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …A Comparison of Fast Blocking Methods for Record Linkage (2003)A Comparison of Fast Blocking…Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Real-world Data is Dirty: Dat…The merge/purge problem for large databases (1995)The merge/purge problem for l…A Theory for Record Linkage (1969)A Theory for Record LinkageCost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration (2024)Cost-Effective In-Context Lea…Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching (2023)Sparkly: A Simple yet Surpris…Pre-Trained Embeddings for Entity Resolution: An Experimental Analysis (2023)Pre-Trained Embeddings for En…Geospatial Data Science (2023)Geospatial Data ScienceEffective entity matching with transformers (2023)Effective entity matching wit…Can Foundation Models Wrangle Your Data? (2022)Can Foundation Models Wrangle…(Almost) all of entity resolution (2022)(Almost) all of entity resolu…The Four Generations of Entity Resolution (2021)The Four Generations of Entit…RPT (2021)RPTDeep learning for blocking in entity matching (2021)Deep learning for blocking in…Data Cleaning: Problems and Current Approaches. (2000)CrowdER (2012)NADEEF (2013)Deep entity matching with pre-trained language models (2020)Data fusion (2009)Detecting data errors (2016)Data lake management (2019)An Overview of End-to-End Entity Resolution for Big Data (2020)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Frameworks for entity matching: A comparison (2009)Research problems in data warehousing (1995)Matching and Record Linkage (1995)A note on using the F-measure for evaluating record linkage algorithms (2017)User Identity Linkage across Online Social Networks (2017)Interactive deduplication using active learning (2002)Exploratory Data Mining and Data Cleaning (2003)A comparison of string distance metrics for name-matching tasks (2003)Reference reconciliation in complex information spaces (2005)Collective entity resolution in relational data (2007)Deep Learning for Entity Matching (2018)
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References

  • 1969A Theory for Record Linkage2,522 cited
  • 2006Duplicate Record Detection: A Survey1,979 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem813 cited
  • 1995The merge/purge problem for large databases809 cited
  • 2011A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication680 cited
  • 2012Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection598 cited
  • 2013Big Data Integration564 cited
  • 2006A Primitive Operator for Similarity Joins in Data Cleaning561 cited
  • 2008Swoosh: a generic approach to entity resolution493 cited
  • 2008Efficient similarity joins for near duplicate detection459 cited
  • 2010Evaluation of entity resolution approaches on real-world match problems444 cited
  • 2006Efficient exact set-similarity joins423 cited
  • 2012Entity resolution352 cited
  • 2003A Comparison of Fast Blocking Methods for Record Linkage337 cited
  • 2012A taxonomy of privacy-preserving record linkage techniques

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295 cited

Cited by

  • 2022Can Foundation Models Wrangle Your Data?181 cited
  • 2022(Almost) all of entity resolution95 cited
  • 2021Deep learning for blocking in entity matching91 cited
  • 2021The Four Generations of Entity Resolution78 cited
  • 2023Pre-Trained Embeddings for Entity Resolution: An Experimental Analysis54 cited
  • 2021RPT53 cited
  • 2024Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration44 cited
  • 2023Effective entity matching with transformers42 cited
  • 2023Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching37 cited
  • 2023Geospatial Data Science5 cited