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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Seunghyun Park

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Open access 2026

Instance Weight-Based Training: Paradigm Shift in Mini-Batch Training for Multiclass Classification in Natural Language Processing

A novel Instance Weight Estimation Model (IWEM) that calculates the weight of each instance in the given training data to improve model performance and identify the causes of high-weight instances in short-text emotion recognition and natural language inference, representative classification tasks in natural language p...

Seunghyun Park, J. Park, Byung-Won On et al. · 0 citations

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