class imbalance

DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models SemEval 2025 Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025 Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025 Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification IJCAI 2025 Enhancing Speech Emotion Recognition with Multi-Task Learning and Dynamic Feature Fusion Interspeech 2025 Exploring Hate Speech Detection Models for Lithuanian Language ACL 2025 Exploring Vacant Classes in Label-Skewed Federated Learning AAAI 2025 Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports SemEval 2025 Fractal Calibration for Long-tailed Object Detection CVPR 2025 From Crayons to Code: AI-Driven Insights into a Child’s Mental Health Through Drawings AAAI 2025 From Pretraining to Performance: Benchmarking Self-Supervised Speech Models for Interspeech-25 SER Challenge Interspeech 2025 GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning AAAI 2025 Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025 Generative Data Augmentation for Improving Semantic Classification AACL 2025 Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions ICLR 2025 Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD SemEval 2025 HTU at SemEval-2025 Task 11: Divide and Conquer - Multi-Label emotion classification using 6 DziriBERTs submodels with Label-fused Iterative Mask Filling technique for low-resource data augmentation. SemEval 2025 HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance SemEval 2025 IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning ICLR 2025 Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation ICML 2025 Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model Interspeech 2025 Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025 JUNLP_Sarika at SemEval-2025 Task 11: Bridging Contextual Gaps in Text-Based Emotion Detection using Transformer Models SemEval 2025 L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning ICML 2025 Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025