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Entity Resolution
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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)
Surveys on entity resolution:
Christophides et al.: End-to-End Entity Resolution for Big Data: A Survey, 2020.
Barlaug and Gulla: Neural Networks for Entity Matching: A Survey, 2021.
The task of entity resolution is closely related to the task of entity alignment which focuses on matching entities between knowledge bases. The task of entity linking differs from entity resolution as entity linking focuses on identifying entity mentions in free text.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?
Queue management for slo-oriented large language model serving
SMS Spam Detection and Classification to Combat Abuse in Telephone Networks Using Natural Language Processing
Single Trajectory Conformal Prediction
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching
R-ODE: Ricci Curvature Tells When You Will be Informed
Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker Placement
AdFlush: A Real-World Deployable Machine Learning Solution for Effective Advertisement and Web Tracker Prevention
SINBAD: Saliency-informed detection of breakage caused by ad blocking
AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition
Exponentially Weighted Algorithm for Online Network Resource Allocation with Long-Term Constraints
Scalable Adaptive Traffic Light Control Over a Traffic Network Including Turns, Transit Delays, and Blocking
Towards Universal Dense Blocking for Entity Resolution
Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction
Using Explainable AI and Transfer Learning to understand and predict the maintenance of Atlantic blocking with limited observational data
How to Evaluate Entity Resolution Systems: An Entity-Centric Framework with Application to Inventor Name Disambiguation
Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks
When faster rotation is harmful: the competition of alliances with inner blocking mechanism
Valeur des tests PACE et CTB_ELISA dans le diagnostic de la peste porcine classique (PPC) et le contr{ô}le de qualit{é} du vaccin correspondant {à} Madagascar
Fragile Stable Matchings
The AI Assessment Scale (AIAS) in action: A pilot implementation of GenAI supported assessment- A Preprint
SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models
Methods for Matching English Language Addresses
Analysis of Intelligent Reflecting Surface-Enhanced Mobility Through a Line-of-Sight State Transition Model
Multiple Latent Space Mapping for Compressed Dark Image Enhancement
BFRFormer: Transformer-based generator for Real-World Blind Face Restoration
Block and Detail: Scaffolding Sketch-to-Image Generation
Enhancing Roadway Safety: LiDAR-based Tree Clearance Analysis
Neural Video Compression with Feature Modulation
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction
Smart Mobility Digital Twin Based Automated Vehicle Navigation System: A Proof of Concept
Universal Prompt Optimizer for Safe Text-to-Image Generation
Electronic Conductivity Measurements in Solid Electrolytes Using an Ion Blocking Microelectrode: Noise Rejection Based on a Median Filter
Improved Regret for Bandit Convex Optimization with Delayed Feedback
A general mechanism for enhancer-insulator pairing reveals heterogeneous dynamics in long-distant 3D gene regulation
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