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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 76–100 of 524 papers

TitleStatusHype
On-Chip and Off-Chip TIA Amplifiers for Nanopore Signal Readout Design, Performance and Challenges: A Review—0
Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter WeatherCode0
Generative Classifier for Domain Generalization—0
Matching, Unanticipated Experiences, Divorce, Flirting, Rematching, Etc—0
Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference—0
Identification of Minimally Restrictive Assembly Sequences using Supervisory Control Theory—0
Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks—0
Autellix: An Efficient Serving Engine for LLM Agents as General Programs—0
Observability-Blocking Controls for Double-Integrator and Higher Order Integrator Networks—0
Minimizing Instability in Strategy-Proof Matching Mechanism Using A Linear Programming Approach—0
Evolving Hate Speech Online: An Adaptive Framework for Detection and Mitigation—0
Linking Cryptoasset Attribution Tags to Knowledge Graph Entities: An LLM-based ApproachCode0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous RelaxationCode0
Leveraging Large Language Models to Predict Antibody Biological Activity Against Influenza A Hemagglutinin—0
Enhancing Model Defense Against Jailbreaks with Proactive Safety Reasoning—0
Replacing the Gallium Oxide Shell with Conductive Ag: Toward a Printable and Recyclable Composite for Highly Stretchable Electronics, Electromagnetic Shielding, and Thermal Interfaces—0
Foundation for unbiased cross-validation of spatio-temporal models for species distribution modelingCode0
CAMEO: Autocorrelation-Preserving Line Simplification for Lossy Time Series Compression—0
Hybrid Parallel Collaborative Simulation Framework Integrating Device Physics with Circuit Dynamics for PDAE-Modeled Power Electronic Equipment—0
Broadband measurements and analysis of human blocking in a 60 GHz indoor radio channel—0
Network Diffuser for Placing-Scheduling Service Function Chains with Inverse Demonstration—0
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training—0
ABACUS: A FinOps Service for Cloud Cost Optimization—0
Block-Based Multi-Scale Image Rescaling—0
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