class imbalance

Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition IJCAI 2024 SussexAI at ArAIEval Shared Task: Mitigating Class Imbalance in Arabic Propaganda Detection ACL 2024 Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching ICLR 2024 TAAL: Target-Aware Active Learning COLING 2024 Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction AAAI 2024 The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations NeurIPS 2024 The Neglected Tails in Vision-Language Models CVPR 2024 Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024 Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise AAAI 2024 Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox NeurIPS 2024 Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization AAAI 2024 Twice Class Bias Correction for Imbalanced Semi-supervised Learning AAAI 2024 Understanding the effects of language-specific class imbalance in multilingual fine-tuning EACL 2024 UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024 Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification COLING 2024 ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024 AAST-NLP at ArAIEval Shared Task: Tackling Persuasion technique and Disinformation Detection using Pre-Trained Language Models On Imbalanced Datasets EMNLP 2023 A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition ACL 2023 AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning SemEval 2023 Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection AAAI 2023 Adaptive Hinge Balance Loss for Document-Level Relation Extraction EMNLP 2023 Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data ICLR 2023 Andronicus of Rhodes at SemEval-2023 Task 4: Transformer-Based Human Value Detection Using Four Different Neural Network Architectures SemEval 2023 AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification ICCV 2023 A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing EACL 2023