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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 401–425 of 524 papers

TitleStatusHype
ABACUS: A FinOps Service for Cloud Cost Optimization—0
Leveraging Causal Graphs for Blocking in Randomized Experiments—0
Accelerating Neural Network Training with Distributed Asynchronous and Selective Optimization (DASO)—0
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches—0
With a little help from my friends: essentiality vs opportunity in group criticality—0
A computational study on synaptic and extrasynaptic effects of astrocyte glutamate uptake on orientation tuning in V1—0
ACRE: Abstract Causal REasoning Beyond Covariation—0
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels—0
AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition—0
Adaptive Candidate Generation for Scalable Edge-discovery Tasks on Data Graphs—0
Adaptively Meshed Video Stabilization—0
A Deep Dive into the Connections Between the Renormalization Group and Deep Learning in the Ising Model—0
Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions—0
Adversarial Blocking Bandits—0
Adversarial Distortion for Learned Video Compression—0
A general mechanism for enhancer-insulator pairing reveals heterogeneous dynamics in long-distant 3D gene regulation—0
A Global Appearance and Local Coding Distortion based Fusion Framework for CNN based Filtering in Video Coding—0
A hybrid transmission model for Plasmodium vivax accounting for superinfection, immunity and the hypnozoite reservoir—0
AI-empowered Channel Estimation for Block-based Active IRS-enhanced Hybrid-field IoT Network—0
ALISE: Accelerating Large Language Model Serving with Speculative Scheduling—0
A Logical Neural Network Structure With More Direct Mapping From Logical Relations—0
A Multi-Domain VNE Algorithm based on Load Balancing in the IoT networks—0
Analysis of Blocking in mmWave Cellular Systems: Application to Relay Positioning—0
Analysis of Blocking in mmWave Cellular Systems: Characterization of the LOS and NLOS Intervals in Urban Scenarios—0
Analysis of Intelligent Reflecting Surface-Enhanced Mobility Through a Line-of-Sight State Transition Model—0
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