SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching
14 references·1 citing·35 second hop
A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching (2020)A Comprehensive Benchmark Framework for A…Deep Learning for Entity Matching (2018)Deep Learning for Entity Matc…Synthesizing entity matching rules by examples (2017)Synthesizing entity matching …Falcon (2017)FalconActive Learning for Large-Scale Entity Resolution (2017)Active Learning for Large-Sca…Magellan (2016)MagellanCost-Effective Crowdsourced Entity Resolution (2016)Cost-Effective Crowdsourced E…Crowd-Based Deduplication (2015)Crowd-Based DeduplicationCrowdsourcing algorithms for entity resolution (2014)Crowdsourcing algorithms for …Question selection for crowd entity resolution (2013)Question selection for crowd …Active sampling for entity matching (2012)Active sampling for entity ma…On active learning of record matching packages (2010)On active learning of record …Evaluation of entity resolution approaches on real-world match problems (2010)Evaluation of entity resoluti…Interactive deduplication using active learning (2002)Interactive deduplication usi…Learning object identification rules for information integration (2001)Learning object identificatio…Effective entity matching with transformers (2023)Effective entity matching wit…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)The merge/purge problem for large databases (1995)Duplicate Record Detection: A Survey (2006)CrowdER (2012)Online entity resolution using an Oracle (2016)Neural Networks for Entity Matching: A Survey (2021)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)Collective entity resolution in relational data (2007)Big Data Integration (2013)CiteSeer (1998)Adaptive duplicate detection using learnable string similarity measures (2003)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)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Learning domain-independent string transformation weights for high accuracy object identification (2002)A Latent Dirichlet Model for Unsupervised Entity Resolution (2006)Record linkage (2006)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Distributed representations of tuples for entity resolution (2018)Data Cleaning (2019)Blocking and Filtering Techniques for Entity Resolution (2020)A Survey on Blocking Technology of Entity Resolution (2020)Human-in-the-loop data integration (2017)The Four Generations of Entity Resolution (2021)Distributed representations of tuples for entity resolution (2018)Hierarchical Matching Network for Heterogeneous Entity Resolution (2020)Entity Resolution with Hierarchical Graph Attention Networks (2022)An Overview of End-to-End Entity Resolution for Big Data (2020)
this work references cited by second hop

References

  • 2002Interactive deduplication using active learning696 cited
  • 2018Deep Learning for Entity Matching554 cited
  • 2010Evaluation of entity resolution approaches on real-world match problems444 cited
  • 2001Learning object identification rules for information integration310 cited
  • 2016Magellan262 cited
  • 2010On active learning of record matching packages182 cited
  • 2014Crowdsourcing algorithms for entity resolution162 cited
  • 2013Question selection for crowd entity resolution145 cited
  • 2017Synthesizing entity matching rules by examples120 cited
  • 2016Cost-Effective Crowdsourced Entity Resolution95 cited
  • 2012Active sampling for entity matching88 cited
  • 2017Falcon87 cited
  • 2017Active Learning for Large-Scale Entity Resolution71 cited
  • 2015Crowd-Based Deduplication68 cited

Cited by

  • 2023Effective entity matching with transformers42 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work