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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 201–250 of 524 papers

TitleStatusHype
SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesCode0
Frequency-domain Blind Quality Assessment of Blurred and Blocking-artefact Images using Gaussian Process Regression model—0
Robust one-shot estimation over shared networks in the presence of denial-of-service attacksCode0
Contextual adversarial attack against aerial detection in the physical world—0
Jointly Complementary&Competitive Influence Maximization with Concurrent Ally-Boosting and Rival-Preventing—0
Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems through Graph Neural Networks—0
Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning—0
Augmenting Rule-based DNS Censorship Detection at Scale with Machine LearningCode0
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks—0
Pragmatic Fairness: Developing Policies with Outcome Disparity ControlCode0
Saliency-Aware Spatio-Temporal Artifact Detection for Compressed Video Quality Assessment—0
Set-Transformer BeamsNet for AUV Velocity Forecasting in Complete DVL Outage Scenarios—0
CarFi: Rider Localization Using Wi-Fi CSI—0
Simulating 2+1D Lattice Quantum Electrodynamics at Finite Density with Neural Flow Wavefunctions—0
Scalable Graph Convolutional Network Training on Distributed-Memory Systems—0
Unidirectional Imaging using Deep Learning-Designed Materials—0
Wavelet Diffusion Models are fast and scalable Image GeneratorsCode2
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation ModelsCode1
Distribution estimation and change-point estimation for time series via DNN-based GANs—0
Cellular Automata Model for Non-Structural Proteins Comparing Transmissibility and Pathogenesis of SARS Covid (CoV-2, CoV) and MERS Covid—0
The Effect of Epigenetic Blocking on Dynamic Multi-Objective Optimisation Problems—0
SAH: Shifting-aware Asymmetric Hashing for Reverse k-Maximum Inner Product SearchCode0
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text SpottingCode1
MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge DistillationCode1
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches—0
Constrained Deployment Optimization in Integrated Access and Backhaul Networks—0
Collaborative Domain Blocking: Using federated NLP To Detect Malicious Domains—0
Dynamically meeting performance objectives for multiple services on a service mesh—0
Exploration Policies for On-the-Fly Controller Synthesis: A Reinforcement Learning ApproachCode0
Embedding Representation of Academic Heterogeneous Information Networks Based on Federated Learning—0
SOS: Systematic Offensive Stereotyping Bias in Word Embeddings—0
Calibrating Sequence likelihood Improves Conditional Language Generation—0
Multi-scale Attention Network for Single Image Super-ResolutionCode1
S^2-Transformer for Mask-Aware Hyperspectral Image ReconstructionCode1
EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models—0
Virtual Control Group: Measuring Hidden Performance Metrics—0
A hybrid transmission model for Plasmodium vivax accounting for superinfection, immunity and the hypnozoite reservoir—0
Non-Blocking Batch A* (Technical Report)—0
Rating the Crisis of Online Public Opinion Using a Multi-Level Index System—0
Network Coexistence Analysis of RIS-Assisted Wireless Communications—0
Impact of RoCE Congestion Control Policies on Distributed Training of DNNs—0
Content-aware Scalable Deep Compressed SensingCode1
Revisiting the Sample Adaptive Offset post-filter of VVC with Neural-Networks—0
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and PreparationCode1
With a little help from my friends: essentiality vs opportunity in group criticality—0
Resource Allocation in Multicore Elastic Optical Networks: A Deep Reinforcement Learning Approach—0
NeuralPassthrough: Learned Real-Time View Synthesis for VRCode1
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching—0
The lattice of envy-free many-to-many matchings with contracts—0
Backdoor Attacks on Vision TransformersCode1
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