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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 226–250 of 524 papers

TitleStatusHype
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
A Survey on Resilient Machine Learning—0
Astrocytic NMDA Receptors Modulate the Dynamics of Continuous Attractors—0
Hybrid Parallel Collaborative Simulation Framework Integrating Device Physics with Circuit Dynamics for PDAE-Modeled Power Electronic Equipment—0
Hypertableau Reasoning for Description Logics—0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond—0
I call BS: Fraud Detection in Crowdfunding Campaigns—0
Identification of Minimally Restrictive Assembly Sequences using Supervisory Control Theory—0
Image Classification of Stroke Blood Clot Origin using Deep Convolutional Neural Networks and Visual Transformers—0
Image Compressive Sensing Recovery Using Adaptively Learned Sparsifying Basis via L0 Minimization—0
Image Dehazing using Bilinear Composition Loss Function—0
Impact of RoCE Congestion Control Policies on Distributed Training of DNNs—0
Impact of UAVs Equipped with ADS-B on the Civil Aviation Monitoring System—0
Improvable Students in School Choice—0
Improved Projection-free Online Continuous Submodular Maximization—0
Improved Regret for Bandit Convex Optimization with Delayed Feedback—0
Improved YOLOv3 Object Classification in Intelligent Transportation System—0
Demarked: A Strategy for Enhanced Abusive Speech Moderation through Counterspeech, Detoxification, and Message Management—0
Improving Cross-Domain Hate Speech Detection by Reducing the False Positive Rate—0
Incentive-compatible public transportation fares with random inspection—0
Increased hepatic PDGF-AA signaling mediates liver insulin resistance in obesity associated type 2 diabetes—0
RNN based Incremental Online Spoken Language Understanding—0
Inefficiencies in Digital Advertising Markets—0
Informative Scene Graph Generation via Debiasing—0
Degrees of Freedom of Holographic MIMO in Multi-user Near-field Channels—0
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