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Similar Items: Enhancing sentiment classification on small datasets through data augmentation and transfer learning

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Fair Text Classification via Transferable Representations
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Fair Text Classification via Transferable Representations
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Fair Text Classification via Transferable Representations
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Capsule-enhanced RoBERTa for hierarchical sentiment analysis on social media texts
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An Augmentation Overlap Theory of Contrastive Learning
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An Augmentation Overlap Theory of Contrastive Learning
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An Augmentation Overlap Theory of Contrastive Learning
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Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data
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Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data
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"What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts
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Diffeomorphism-based feature learning using Poincaré inequalities on augmented input space
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Diffeomorphism-based feature learning using Poincaré inequalities on augmented input space
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Diffeomorphism-based feature learning using Poincaré inequalities on augmented input space
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HOGE: integrating feature descriptor and transfer learning for masked face recognition
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Enhancing artery/vein classification in Retinal images using Y-Net convolutional networks
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Hybrid deep learning metaheuristic ensemble framework for enhanced COVID-19 classification using ResNet and particle swarm optimization
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Deep transfer learning and contour-based morphological analysis for detection of eye-hypertensive diseases from fundus images
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Api based automated plant disease analysis using transfer learning on pre-trained vision transformer model
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Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers