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Deep Entity Matching
16 references·3 citing·31 second hop
Deep Entity Matching (2021)Deep Entity MatchingCreating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks (2020)Creating Embeddings of Hetero…A snapshot of the frontiers of fairness in machine learning (2020)A snapshot of the frontiers o…Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure (2019)Uncovering and Mitigating Alg…Low-resource Deep Entity Resolution with Transfer and Active Learning (2019)Low-resource Deep Entity Reso…Interventional Fairness (2019)Interventional FairnessDistributed representations of tuples for entity resolution (2018)Distributed representations o…Distributed representations of tuples for entity resolution (2018)Distributed representations o…Deep Learning for Entity Matching (2018)Deep Learning for Entity Matc…Bias on the web (2018)Bias on the webMagellan (2016)MagellanA 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…An Introduction to Duplicate Detection (2010)An Introduction to Duplicate …Frameworks for entity matching: A comparison (2009)Frameworks for entity matchin…Record linkage (2006)Record linkageA Theory for Record Linkage (1969)A Theory for Record LinkageSudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation (2023)Sudowoodo: Contrastive Self-s…Effective entity matching with transformers (2023)Effective entity matching wit…Machamp: A Generalized Entity Matching Benchmark (2021)Machamp: A Generalized Entity…Data Cleaning: Problems and Current Approaches. (2000)A comparison of string distance metrics for name-matching tasks (2003)Entity resolution (2012)Deep entity matching with pre-trained language models (2020)Matching and Record Linkage (1995)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Duplicate Record Detection: A Survey (2006)A note on using the F-measure for evaluating record linkage algorithms (2017)Data Cleaning (2019)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Privacy preserving schema and data matching (2007)A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces (2013)An Overview of End-to-End Entity Resolution for Big Data (2020)Interactive deduplication using active learning (2002)Blocking and Filtering Techniques for Entity Resolution (2020)Adaptive duplicate detection using learnable string similarity measures (2003)Human behavior and the principle of least effort (1949)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Semantics derived automatically from language corpora contain human-like biases (2017)Digital First: The Ontological Reversal and New Challenges for Information Systems Research (2020)AI bias: exploring discriminatory algorithmic decision-making models and the application of possible machine-centric solutions adapted from the pharmaceutical industry (2022)GenAI against humanity: nefarious applications of generative artificial intelligence and large language models (2024)Fairness through awareness (2012)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Algorithmic bias: Senses, sources, solutions (2021)Algorithmic bias in machine learning-based marketing models (2022)A framework for AI-powered service innovation capability: Review and agenda for future research (2023)CrowdER (2012)NADEEF (2013)Comparative analysis of approximate blocking techniques for entity resolution (2016)User Identity Linkage across Online Social Networks (2017)
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References

  • 1969A Theory for Record Linkage2,522 cited
  • 2011A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication680 cited
  • 2018Deep Learning for Entity Matching554 cited
  • 2010Evaluation of entity resolution approaches on real-world match problems444 cited
  • 2018Bias on the web430 cited
  • 2009Frameworks for entity matching: A comparison372 cited
  • 2020A snapshot of the frontiers of fairness in machine learning355 cited
  • 2006Record linkage289 cited
  • 2016Magellan262 cited
  • 2010An Introduction to Duplicate Detection248 cited
  • 2018Distributed representations of tuples for entity resolution240 cited
  • 2019Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure205 cited
  • 2020Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks171 cited
  • 2018Distributed representations of tuples for entity resolution149 cited
  • 2019Interventional Fairness145 cited
  • 2019Low-resource Deep Entity Resolution with Transfer and Active Learning134 cited

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Cited by

  • 2023Effective entity matching with transformers42 cited
  • 2023Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation35 cited
  • 2021Machamp: A Generalized Entity Matching Benchmark31 cited