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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 201–225 of 524 papers

TitleStatusHype
Facilitating and Blocking Conditions of Haplology: A comparative study of Hong Kong Cantonese and Taiwan Mandarin—0
Fast Distributed Inference Serving for Large Language Models—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
Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks—0
FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images—0
Flexible Subcarrier Allocation for Interleaved Frequency Division Multiple Access—0
LayoutDiT: Exploring Content-Graphic Balance in Layout Generation with Diffusion Transformer—0
Fractals2019: Combinatorial Optimisation with Dynamic Constraint Annealing—0
Fragile Stable Matchings—0
Frequency-domain Blind Quality Assessment of Blurred and Blocking-artefact Images using Gaussian Process Regression model—0
A 0.042 mm^2 programmable biphasic stimulator for cochlear implants suitable for a large number of channels—0
A Review of the GIC Blocker Placement Problem—0
A Global Appearance and Local Coding Distortion based Fusion Framework for CNN based Filtering in Video Coding—0
Hypothetical answers to continuous queries over data streams—0
Gated Fusion Network for SAO Filter and Inter Frame Prediction in Versatile Video Coding—0
A general framework for reversible data hiding in encrypted images by reserving room before encryption—0
Generalizing from a few environments in safety-critical reinforcement learning—0
Derailing Non-Answers via Logit Suppression at Output Subspace Boundaries in RLHF-Aligned Language Models—0
Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning—0
Generative Classifier for Domain Generalization—0
Generative RLHF-V: Learning Principles from Multi-modal Human Preference—0
Retrieval from Mixed Sampling Frequency: Generic Identifiability in the Unit Root VAR—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification—0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond—0
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