conftrace_

data imbalance

37 papers

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Co-occurring keywords

multi-label classification (1009) text classification (6793) ensemble learning (1274) transfer learning (5449) contrastive learning (4032) representation learning (6206) long-tail distribution (80) convolutional neural network (4226) emotion detection (315) class imbalance (555)

Papers

Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance SEMEVAL 2025
In2NeCT: Inter-class and Intra-class Neural Collapse Tuning for Semantic Segmentation of Imbalanced Remote Sensing Images AAAI 2025
When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification ACL 2025
Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance ACL 2025
NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches ACL 2025
CLIPping Imbalances: A Novel Evaluation Baseline and PEARL Dataset for Pedestrian Attribute Recognition WACV 2025
xiacui at SemEval-2025 Task 11: Addressing Data Imbalance in Transformer-Based Multi-Label Emotion Detection with Weighted Loss SEMEVAL 2025
Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators AAAI 2024
Towards Fast Cognate Alignment on Imbalanced Data COLING 2024
Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data NIPS 2024
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NIPS 2024
Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning CVPR 2024
What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark INTERSPEECH 2024
Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition EMNLP 2023
UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models ACL 2023
CVTE-Poly: A New Benchmark for Chinese Polyphone Disambiguation INTERSPEECH 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation EMNLP 2023
FedSampling: A Better Sampling Strategy for Federated Learning IJCAI 2023
Quantum-Inspired Representation for Long-Tail Senses of Word Sense Disambiguation AAAI 2023
Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023
How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022
Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022
Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances IJCAI 2022
Balanced MSE for Imbalanced Visual Regression CVPR 2022