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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
Flexible Subcarrier Allocation for Interleaved Frequency Division Multiple Access—0
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19—0
Digital elevation model correction in urban areas using extreme gradient boosting, land cover and terrain parameters—0
Discourse-Aware Soft Prompting for Text Generation—0
Discourse-Aware Prompt Design for Text Generation—0
DisCover: Disentangled Music Representation Learning for Cover Song Identification—0
Distributed One-class Learning—0
Distribution estimation and change-point estimation for time series via DNN-based GANs—0
Detecting Unknown DGAs without Context Information—0
Analysis of Intelligent Reflecting Surface-Enhanced Mobility Through a Line-of-Sight State Transition Model—0
Do price reductions attract customers in urban public transport? A synthetic control approach—0
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images—0
BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks—0
Dynamically meeting performance objectives for multiple services on a service mesh—0
Dynamically Stable Matching—0
Dynamical strategies for obstacle avoidance during Dictyostelium discoideum aggregation: a Multi-agent system model—0
Dynamic Blocking and Collapsing for Gibbs Sampling—0
Dynamic EM Ray Tracing for Large Urban Scenes with Multiple Receivers—0
A Deep Dive into the Connections Between the Renormalization Group and Deep Learning in the Ising Model—0
Economic Model Predictive Control of Water Distribution Systems with Accelerated Optimization Algorithm—0
A Framework for Causal Discovery in non-intervenable systems—0
Effect of Correlated Building Blockages on the Ergodic Capacity of mmWave Systems in Urban Scenarios—0
Efficacy Analysis of Power Swing Blocking and Out-of-Step Tripping Functions in Grid-Following VSC Systems—0
Better Not to Propagate: Understanding Edge Uncertainty and Over-smoothing in Signed Graph Neural Networks—0
A 0.042 mm^2 programmable biphasic stimulator for cochlear implants suitable for a large number of channels—0
Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks—0
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching—0
Electronic Conductivity Measurements in Solid Electrolytes Using an Ion Blocking Microelectrode: Noise Rejection Based on a Median Filter—0
ELIS: Efficient LLM Iterative Scheduling System with Response Length Predictor—0
Embedding Representation of Academic Heterogeneous Information Networks Based on Federated Learning—0
An innovation-based cycle-slip, multipath estimation, detection and mitigation method for tightly coupled GNSS/INS/Vision navigation in urban areas—0
Em-K Indexing for Approximate Query Matching in Large-scale ER—0
End-to-end Story Plot Generator—0
EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models—0
Energy Efficiency Optimization in IRS-Enhanced mmWave Systems with Lens Antenna Array—0
Enhancing Model Defense Against Jailbreaks with Proactive Safety Reasoning—0
Derailing Non-Answers via Logit Suppression at Output Subspace Boundaries in RLHF-Aligned Language Models—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
Escaping the trap of 'blocking': a kinetic model linking economic development and political competition—0
BullStop: A Mobile App for Cyberbullying Prevention—0
Calibrating Sequence likelihood Improves Conditional Language Generation—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
Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment—0
Eyemotion: Classifying facial expressions in VR using eye-tracking cameras—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond—0
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