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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
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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