conftrace_

label smoothing

108 papers

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Also known as

LS

Co-occurring keywords

model calibration (232) data augmentation (3052) knowledge distillation (3725) neural machine translation (2310) text classification (6793) neural network (6616) representation learning (6206) language model (4599) temperature scaling (67) deep neural network (1803)

Papers

Temporal Label Smoothing for Early Event Prediction ICML 2023
Label Smoothing for Emotion Detection (Student Abstract) AAAI 2023
Knowledge Distillation ≈ Label Smoothing: Fact or Fallacy? EMNLP 2023
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks EMNLP 2023
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration ICCV 2023
Token-Level Self-Evolution Training for Sequence-to-Sequence Learning ACL 2023
Self-Evolution Learning for Discriminative Language Model Pretraining ACL 2023
GeoLS: Geodesic Label Smoothing for Image Segmentation MIDL 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels NIPS 2023
Perception and Semantic Aware Regularization for Sequential Confidence Calibration CVPR 2023
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023
Natural Language-Assisted Sign Language Recognition CVPR 2023
Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023
Model Calibration in Dense Classification with Adaptive Label Perturbation ICCV 2023
Simplifying Neural Network Training Under Class Imbalance NIPS 2023
On the Pitfall of Mixup for Uncertainty Calibration CVPR 2023
Do we need Label Regularization to Fine-tune Pre-trained Language Models? EACL 2023
In and Out-of-Domain Text Adversarial Robustness via Label Smoothing ACL 2023
Class Adaptive Network Calibration CVPR 2023
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization ACL 2023
Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors EMNLP 2023
Improving RNN Transducer Acoustic Models for English Conversational Speech Recognition INTERSPEECH 2023
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation EMNLP 2022
On Mixup Regularization JMLR 2022
The Devil Is in the Margin: Margin-Based Label Smoothing for Network Calibration CVPR 2022