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Domain Adaptation for Deep Entity Resolution
15 references·1 citing·36 second hop
Domain Adaptation for Deep Entity Resolution (2022)Domain Adaptation for Deep Entity Resolut…The Four Generations of Entity Resolution (2021)The Four Generations of Entit…Deep learning for blocking in entity matching (2021)Deep learning for blocking in…The WDC Training Dataset and Gold Standard for Large-Scale Product Matching (2019)The WDC Training Dataset and …Distributed representations of tuples for entity resolution (2018)Distributed representations o…Deep Learning for Entity Matching (2018)Deep Learning for Entity Matc…Synthesizing entity matching rules by examples (2017)Synthesizing entity matching …Generating Concise Entity Matching Rules (2017)Generating Concise Entity Mat…Cost-Effective Crowdsourced Entity Resolution (2016)Cost-Effective Crowdsourced E…Selective Transfer Machine for Personalized Facial Action Unit Detection (2013)Selective Transfer Machine fo…Reasoning about record matching rules (2009)Reasoning about record matchi…Swoosh: a generic approach to entity resolution (2008)Swoosh: a generic approach to…Automatic record linkage using seeded nearest neighbour and support vector machine classification (2008)Automatic record linkage usin…Entity Resolution with Markov Logic (2006)Entity Resolution with Markov…Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …Learning domain-independent string transformation weights for high accuracy object identification (2002)Learning domain-independent s…Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration (2024)Cost-Effective In-Context Lea…A Theory for Record Linkage (1969)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Duplicate Record Detection: A Survey (2006)Towards certain fixes with editing rules and master data (2010)Guided data repair (2011)Data Cleaning (2019)Automatic Recognition of Facial Actions in Spontaneous Expressions (2006)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The computer expression recognition toolbox (CERT) (2011)Detecting emotional stress from facial expressions for driving safety (2014)Automatic Pain Assessment with Facial Activity Descriptors (2016)Personalizing EEG-based affective models with transfer learning (2016)A comparison of string distance metrics for name-matching tasks (2003)Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges (2017)A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities (2018)Fake News: A Survey of Research, Detection Methods, and Opportunities. (2018)Integration of heterogeneous databases without common domains using queries based on textual similarity (1998)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Adaptive Blocking: Learning to Scale Up Record Linkage (2006)Quality and Complexity Measures for Data Linkage and Deduplication (2007)The State of Record Linkage and Current Research Problems (1999)Joint inference in information extraction (2007)Quantitative Data Cleaning for Large Databases (2008)Frameworks for entity matching: A comparison (2009)Entity resolution (2012)NADEEF (2013)Reference reconciliation in complex information spaces (2005)Collective entity resolution in relational data (2007)Distributed representations of tuples for entity resolution (2018)A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching (2020)Entity Resolution with Hierarchical Graph Attention Networks (2022)An Overview of End-to-End Entity Resolution for Big Data (2020)Deep entity matching with pre-trained language models (2020)Blocking and Filtering Techniques for Entity Resolution (2020)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
  • 2018Deep Learning for Entity Matching554 cited
  • 2008Swoosh: a generic approach to entity resolution493 cited
  • 2006Entity Resolution with Markov Logic362 cited
  • 2013Selective Transfer Machine for Personalized Facial Action Unit Detection310 cited
  • 2002Learning domain-independent string transformation weights for high accuracy object identification255 cited
  • 2018Distributed representations of tuples for entity resolution240 cited
  • 2009Reasoning about record matching rules226 cited
  • 2008Automatic record linkage using seeded nearest neighbour and support vector machine classification175 cited
  • 2017Synthesizing entity matching rules by examples120 cited
  • 2016Cost-Effective Crowdsourced Entity Resolution95 cited
  • 2021Deep learning for blocking in entity matching91 cited
  • 2021The Four Generations of Entity Resolution78 cited
  • 2019The WDC Training Dataset and Gold Standard for Large-Scale Product Matching77 cited
  • 2017Generating Concise Entity Matching Rules53 cited

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  • 2024Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration44 cited