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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 151–175 of 524 papers

TitleStatusHype
Covariance Blocking and Whitening Method for Successive Relative Transfer Function Vector Estimation in Multi-Speaker Scenarios—0
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language ModelsCode1
End-to-end Story Plot Generator—0
Optimizing Key-Selection for Face-based One-Time Biometrics via Morphing—0
RBF Weighted Hyper-Involution for RGB-D Object Detection—0
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent AttentionCode1
ISLAND: Interpolating Land Surface Temperature using land coverCode0
CNN Injected Transformer for Image Exposure CorrectionCode0
LinkTransformer: A Unified Package for Record Linkage with Transformer Language ModelsCode1
Neural Influence Estimator: Towards Real-time Solutions to Influence Blocking Maximization—0
A Deep Dive into the Connections Between the Renormalization Group and Deep Learning in the Ising Model—0
AltDiffusion: A Multilingual Text-to-Image Diffusion ModelCode1
O^2-Recon: Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion ModelCode1
Model predictive control with dynamic move blocking—0
Digital elevation model correction in urban areas using extreme gradient boosting, land cover and terrain parameters—0
Collaborative Tracking Learning for Frame-Rate-Insensitive Multi-Object TrackingCode0
Informative Scene Graph Generation via Debiasing—0
Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment—0
Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion Parameters—0
DisCover: Disentangled Music Representation Learning for Cover Song Identification—0
Non-Ideal Program-Time Conservation in Charge Trap Flash for Deep Learning—0
Reconfigurable Intelligent Surface Assisted Railway Communications: A survey—0
Impact of UAVs Equipped with ADS-B on the Civil Aviation Monitoring System—0
Application of a New Designed ROADM to Improve the Performance of Elastic Optical Network—0
Optimal Vaccination Policy to Prevent Endemicity: A Stochastic Model—0
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