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focal loss

92 papers

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Also known as

FOCAL LOSS FL

Co-occurring keywords

text classification (6793) class imbalance (555) transformer model (1996) data augmentation (3052) multi-label classification (1009) multimodal learning (4645) transfer learning (5449) food hazard detection (32) pre-trained language model (1515) loss function (462)

Papers

Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization AAAI 2026
When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing ACL 2026
GeoGround: Uncertainty-Weighted Multi-Task Learning for Geo-Alignment and Address Defect Detection ACL 2026
REIGNITE at AbjadMed: Imbalance-Aware Fine-Tuning of Pretrained Arabic Transformers for Arabic Medical Text Classification Task EACL 2026
MetaSwarm at AbjadMed: Forensic Optimization and Class-Balanced Discovery for Medical Diglossia in Abjad Scripts EACL 2026
Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025
NITK-VITAL at SemEval-2025 Task 11: Focal-RoBERTa: Addressing Class Imbalance in Multi-Label Emotion Classification SEMEVAL 2025
Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025
Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles ACL 2025
YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa ACL 2025
FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025
Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025
Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. ACL 2025
Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports SEMEVAL 2025
Uncertainty Weighted Gradients for Model Calibration CVPR 2025
GLEN: Generalized Focal Loss Ensemble of Low-Rank Networks for Calibrated Visual Question Answering AAAI 2025
Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss ACL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SEMEVAL 2025
YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers ACL 2025
CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge ACL 2025
Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports ACL 2025
CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge SEMEVAL 2025
1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025
YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers SEMEVAL 2025
NITK-VITAL at SemEval-2025 Task 11: Focal-RoBERTa: Addressing Class Imbalance in Multi-Label Emotion Classification ACL 2025