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Blocking

Entity resolution (also known as entity matching, record linkage, or duplicate detection) is the task of finding records that refer to the same real-world entity across different data sources (e.g., data files, books, websites, and databases). (Source: Wikipedia)

Blocking is a crucial step in any entity resolution pipeline because a pair-wise comparison of all records across two data sources is infeasible. Blocking applies a computationally cheap method to generate a smaller set of candidate record pairs reducing the workload of the matcher. During matching a more expensive pair-wise matcher generates a final set of matching record pairs.

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Papers

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Showing 351–360 of 524 papers

TitleStatusHype
Spatially Correlated Patterns in Adversarial Images—0
Concentration inequality for U-statistics of order two for uniformly ergodic Markov chainsCode0
Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs—0
Nonequilibrium model of short-range repression in gene transcription regulation—0
Learning CNF Blocking for Large-scale Author Name Disambiguation—0
Minimizing Robot Navigation-Graph For Position-Based Predictability By Humans—0
Unsupervised Paraphrasing with Pretrained Language Models—0
Boosting Gradient for White-Box Adversarial Attacks—0
Post-Training BatchNorm Recalibration—0
A Framework for Causal Discovery in non-intervenable systems—0
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