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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 151–200 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
Restoration of the JPEG Maximum Lossy Compressed Face Images with Hourglass Block based on Early Stopping Discriminator—0
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node ClassificationCode1
Path-Specific Counterfactual Fairness for Recommender SystemsCode1
Improved Projection-free Online Continuous Submodular Maximization—0
Image Classification of Stroke Blood Clot Origin using Deep Convolutional Neural Networks and Visual Transformers—0
Machine Unlearning: its nature, scope, and importance for a "delete culture"—0
Road Planning for Slums via Deep Reinforcement LearningCode1
Spatial-Frequency Discriminability for Revealing Adversarial PerturbationsCode0
Simultaneous Modeling of In Vivo and In Vitro Effects of Nondepolarizing Neuromuscular Blocking Drugs—0
Fast Distributed Inference Serving for Large Language Models—0
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels—0
Time-Selective RNN for Device-Free Multi-Room Human Presence Detection Using WiFi CSI—0
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis & Benchmark]Code1
Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity MatchingCode1
Partition-based Stability of Coalitional Games—0
Observability Blocking for Functional Privacy of Linear Dynamic Networks—0
Classification of social media Toxic comments using Machine learning modelsCode0
Protecting User Privacy in Online Settings via Supervised Learning—0
Secure State Estimation with Asynchronous Measurements against Malicious Measurement-data and Time-stamp Manipulation—0
Fault diagnosis for PV arrays considering dust impact based on transformed graphical feature of characteristic curves and convolutional neural network with CBAM modules—0
Tracker Meets Night: A Transformer Enhancer for UAV TrackingCode1
Dynamic EM Ray Tracing for Large Urban Scenes with Multiple Receivers—0
Model Extraction Attacks on Split Federated Learning—0
X-Former: In-Memory Acceleration of Transformers—0
Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions—0
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