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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 176–200 of 524 papers

TitleStatusHype
60 GHz Blockage Study Using Phased Arrays—0
Broadband measurements and analysis of human blocking in a 60 GHz indoor radio channel—0
Enhancing Roadway Safety: LiDAR-based Tree Clearance Analysis—0
Annotation Efficiency: Identifying Hard Samples via Blocked Sparse Linear Bandits—0
Energy Efficiency Optimization in IRS-Enhanced mmWave Systems with Lens Antenna Array—0
Boosting Image Recognition with Non-differentiable Constraints—0
EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models—0
End-to-end Story Plot Generator—0
Boosting Gradient for White-Box Adversarial Attacks—0
An introduction to Causal Modelling—0
Enhancing Model Defense Against Jailbreaks with Proactive Safety Reasoning—0
Adversarial Distortion for Learned Video Compression—0
EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks—0
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution—0
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution—0
Em-K Indexing for Approximate Query Matching in Large-scale ER—0
Embedding Representation of Academic Heterogeneous Information Networks Based on Federated Learning—0
ELIS: Efficient LLM Iterative Scheduling System with Response Length Predictor—0
Evolving Hate Speech Online: An Adaptive Framework for Detection and Mitigation—0
EXmatcher: Combining Features Based on Reference Strings and Segments to Enhance Citation Matching—0
Exponentially Weighted Algorithm for Online Network Resource Allocation with Long-Term Constraints—0
Blue-blocking spectacles lenses for retinal damage protection and circadian rhythm: evaluation parameters—0
Eyemotion: Classifying facial expressions in VR using eye-tracking cameras—0
An innovation-based cycle-slip, multipath estimation, detection and mitigation method for tightly coupled GNSS/INS/Vision navigation in urban areas—0
Electronic Conductivity Measurements in Solid Electrolytes Using an Ion Blocking Microelectrode: Noise Rejection Based on a Median Filter—0
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