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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

YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers SEMEVAL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SEMEVAL 2025
Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025
YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa SEMEVAL 2025
Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. ACL 2025
A New Multi-Source Light Detection Benchmark and Semi-Supervised Focal Light Detection NIPS 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024
YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks SEMEVAL 2024
CVcoders on Semeval-2024 Task 4 SEMEVAL 2024
YNU-HPCC at SemEval-2024 Task 5: Regularized Legal-BERT for Legal Argument Reasoning Task in Civil Procedure NAACL 2024
YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks NAACL 2024
CVcoders on Semeval-2024 Task 4 NAACL 2024
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024
PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions ACL 2024
A Study of the Class Imbalance Problem in Abusive Language Detection NAACL 2024
Low-Resource Deontic Modality Classification in EU Legislation EMNLP 2023
Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism SEMEVAL 2023
Multi-Modal Representation Learning With Text-Driven Soft Masks CVPR 2023
UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic EMNLP 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data MIDL 2023
Focal Training and Tagger Decouple for Grammatical Error Correction ACL 2023
Dual Focal Loss for Calibration ICML 2023
Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis SEMEVAL 2023