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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 1–50 of 524 papers

TitleStatusHype
An introduction to Causal Modelling—0
NoLoCo: No-all-reduce Low Communication Training Method for Large ModelsCode1
Pushing the Limits of Extreme Weather: Constructing Extreme Heatwave Storylines with Differentiable Climate ModelsCode0
Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier—0
Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences—0
The Coupling Effect of Sensing Targets on the Environment for 3GPP ISAC Channels: Observation, Modeling, and Validation—0
Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis—0
Open CaptchaWorld: A Comprehensive Web-based Platform for Testing and Benchmarking Multimodal LLM AgentsCode2
Sensitivity of DC Network Representation for GIC Analysis—0
Derailing Non-Answers via Logit Suppression at Output Subspace Boundaries in RLHF-Aligned Language Models—0
Streamlining Resilient Kubernetes Autoscaling with Multi-Agent Systems via an Automated Online Design Framework—0
Generative RLHF-V: Learning Principles from Multi-modal Human Preference—0
AI-empowered Channel Estimation for Block-based Active IRS-enhanced Hybrid-field IoT Network—0
ELIS: Efficient LLM Iterative Scheduling System with Response Length Predictor—0
Non-Blocking Robustness Analysis in Discrete Event Systems—0
Using mathematical models of heart cells to assess the safety of new pharmaceutical drugs—0
LithOS: An Operating System for Efficient Machine Learning on GPUs—0
Leveraging Language Models for Automated Patient Record Linkage—0
Beamforming Design and Association Scheme for Multi-RIS Multi-User mmWave Systems Through Graph Neural Networks—0
Improvable Students in School Choice—0
Progent: Programmable Privilege Control for LLM AgentsCode1
Ctrl-Z: Controlling AI Agents via Resampling—0
Statistical Linear Regression Approach to Kalman Filtering and Smoothing under Cyber-Attacks—0
Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter WeatherCode0
On-Chip and Off-Chip TIA Amplifiers for Nanopore Signal Readout Design, Performance and Challenges: A Review—0
Generative Classifier for Domain Generalization—0
Matching, Unanticipated Experiences, Divorce, Flirting, Rematching, Etc—0
Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference—0
Identification of Minimally Restrictive Assembly Sequences using Supervisory Control Theory—0
Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks—0
CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language ModelsCode1
Autellix: An Efficient Serving Engine for LLM Agents as General Programs—0
Observability-Blocking Controls for Double-Integrator and Higher Order Integrator Networks—0
Minimizing Instability in Strategy-Proof Matching Mechanism Using A Linear Programming Approach—0
Reinforcement Learning for Dynamic Resource Allocation in Optical Networks: Hype or Hope?Code1
Evolving Hate Speech Online: An Adaptive Framework for Detection and Mitigation—0
Linking Cryptoasset Attribution Tags to Knowledge Graph Entities: An LLM-based ApproachCode0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous RelaxationCode0
Leveraging Large Language Models to Predict Antibody Biological Activity Against Influenza A Hemagglutinin—0
Enhancing Model Defense Against Jailbreaks with Proactive Safety Reasoning—0
Replacing the Gallium Oxide Shell with Conductive Ag: Toward a Printable and Recyclable Composite for Highly Stretchable Electronics, Electromagnetic Shielding, and Thermal Interfaces—0
Foundation for unbiased cross-validation of spatio-temporal models for species distribution modelingCode0
CAMEO: Autocorrelation-Preserving Line Simplification for Lossy Time Series Compression—0
Hybrid Parallel Collaborative Simulation Framework Integrating Device Physics with Circuit Dynamics for PDAE-Modeled Power Electronic Equipment—0
Broadband measurements and analysis of human blocking in a 60 GHz indoor radio channel—0
Gandalf the Red: Adaptive Security for LLMsCode1
Network Diffuser for Placing-Scheduling Service Function Chains with Inverse Demonstration—0
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training—0
ABACUS: A FinOps Service for Cloud Cost Optimization—0
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