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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 101–150 of 524 papers

TitleStatusHype
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text ClassificationCode0
Learning to Customize Network Security RulesCode0
Spatial-Frequency Discriminability for Revealing Adversarial PerturbationsCode0
Towards Effective Planning Strategies for Dynamic Opinion NetworksCode0
Linking Cryptoasset Attribution Tags to Knowledge Graph Entities: An LLM-based ApproachCode0
Classification of social media Toxic comments using Machine learning modelsCode0
ISLAND: Interpolating Land Surface Temperature using land coverCode0
A Rule Mining-Based Advanced Persistent Threats Detection SystemCode0
CNN Injected Transformer for Image Exposure CorrectionCode0
BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and DecidabilityCode0
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?Code0
The dynamic interplay between in-context and in-weight learning in humans and neural networksCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
BFRFormer: Transformer-based generator for Real-World Blind Face RestorationCode0
Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter WeatherCode0
A Stochastic Approximation Approach for Efficient Decentralized Optimization on Random NetworksCode0
Evaluating Blocking Biases in Entity MatchingCode0
A Systematic Approach to Blocking Convolutional Neural NetworksCode0
d-blink: Distributed End-to-End Bayesian Entity ResolutionCode0
Ethnicity sensitive author disambiguation using semi-supervised learningCode0
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather eventsCode0
Pushing the Limits of Extreme Weather: Constructing Extreme Heatwave Storylines with Differentiable Climate ModelsCode0
Effective Model of Loop Extrusion Predicts Chromosomal DomainsCode0
Efficient MPI-based Communication for GPU-Accelerated Dask ApplicationsCode0
DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous RelaxationCode0
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic RegressionCode0
Effective Tensor Completion via Element-wise Weighted Low-rank Tensor Train with Overlapping Ket AugmentationCode0
S-DABT: Schedule and Dependency-Aware Bug Triage in Open-Source Bug Tracking SystemsCode0
Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems through Graph Neural Networks—0
Coalitions in Repeated Games—0
ConvCSNet: A Convolutional Compressive Sensing Framework Based on Deep Learning—0
Contextual Blocking Bandits—0
Autellix: An Efficient Serving Engine for LLM Agents as General Programs—0
A Logical Neural Network Structure With More Direct Mapping From Logical Relations—0
Contextual adversarial attack against aerial detection in the physical world—0
A Unified Deep Learning Architecture for Abuse Detection—0
Containerized Distributed Value-Based Multi-Agent Reinforcement Learning—0
Constrained Deployment Optimization in Integrated Access and Backhaul Networks—0
ALISE: Accelerating Large Language Model Serving with Speculative Scheduling—0
AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition—0
Consolidating Strategies for Countering Hate Speech Using Persuasive Dialogues—0
Competition-based Adaptive ReLU for Deep Neural Networks—0
Attention based Occlusion Removal for Hybrid Telepresence Systems—0
Combinatorial Blocking Bandits with Stochastic Delays—0
A Survey on Resilient Machine Learning—0
Collaborative Domain Blocking: Using federated NLP To Detect Malicious Domains—0
Astrocytic NMDA Receptors Modulate the Dynamics of Continuous Attractors—0
AI-empowered Channel Estimation for Block-based Active IRS-enhanced Hybrid-field IoT Network—0
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels—0
Cores in discrete exchange economies with complex endowments—0
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