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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 501–524 of 524 papers

TitleStatusHype
Deeply Supervised Depth Map Super-Resolution as Novel View Synthesis—0
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks—0
Degrees of Freedom of Holographic MIMO in Multi-user Near-field Channels—0
Demarked: A Strategy for Enhanced Abusive Speech Moderation through Counterspeech, Detoxification, and Message Management—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
Derailing Non-Answers via Logit Suppression at Output Subspace Boundaries in RLHF-Aligned Language Models—0
Detecting Unknown DGAs without Context Information—0
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19—0
Diagnosis of Coronary Artery Disease Using Artificial Intelligence Based Decision Support System—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
Doing good by fighting fraud: Ethical anti-fraud systems for mobile payments—0
Don't Stop Me Now: Embedding Based Scheduling for LLMs—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
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
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