conftrace_

soft label

94 papers

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Co-occurring keywords

knowledge distillation (3725) text classification (6793) representation learning (6206) data augmentation (3052) large language model (13587) neural network (6616) label noise (498) natural language processing (2034) contrastive learning (4032) model compression (3302)

Papers

SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026
SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels AAAI 2026
Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025
Unsupervised Hallucination Detection by Inspecting Reasoning Processes EMNLP 2025
Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels WACV 2025
McMaster at LeWiDi-2025: Demographic-Aware RoBERTa EMNLP 2025
Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025
Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025
A Bit of This, a Bit of That: Building a Genre and Topic Annotated Dataset of Historical Newspaper Articles with Soft Labels and Confidence Scores NAACL 2025
Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish ACL 2025
Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels ICCV 2025
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? NIPS 2024
MIDAS: Mixing Ambiguous Data With Soft Labels for Dynamic Facial Expression Recognition WACV 2024
Decoupled Kullback-Leibler Divergence Loss NIPS 2024
Mitigating Shortcuts in Language Models with Soft Label Encoding COLING 2024
TAeKD: Teacher Assistant Enhanced Knowledge Distillation for Closed-Source Multilingual Neural Machine Translation COLING 2024
Tensorized Label Learning on Anchor Graph AAAI 2024
Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning AAAI 2024
Geometric-Averaged Preference Optimization for Soft Preference Labels NIPS 2024
Automated Sperm Assessment Framework and Neural Network Specialized for Sperm Video Recognition WACV 2024
Human vs. Machine Perceptions on Immigration Stereotypes COLING 2024
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias AISTATS 2024
Label Augmentation As Inter-Class Data Augmentation for Conditional Image Synthesis With Imbalanced Data WACV 2024
SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training COLING 2024