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

Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? ICML 2022
Learning Confidence for Transformer-based Neural Machine Translation ACL 2022
Boundary Smoothing for Named Entity Recognition ACL 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing INTERSPEECH 2022
On Mixup Regularization JMLR 2022
To Smooth or Not? When Label Smoothing Meets Noisy Labels ICML 2022
Adversarial Unlearning: Reducing Confidence Along Adversarial Directions NIPS 2022
The Devil Is in the Margin: Margin-Based Label Smoothing for Network Calibration CVPR 2022
On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency ACL 2022
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation EMNLP 2022
Are All Losses Created Equal: A Neural Collapse Perspective NIPS 2022
Semi-Supervised Learning with Decision Trees: Graph Laplacian Tree Alternating Optimization NIPS 2022
Label Smoothing for Text Mining COLING 2022
Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation ACL 2022
Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference ACL 2022
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER IJCNLP 2022
On the Calibration of Massively Multilingual Language Models EMNLP 2022
Improving Calibration through the Relationship with Adversarial Robustness NIPS 2021
Discriminative Self-Training for Punctuation Prediction INTERSPEECH 2021
Self-Progressing Robust Training AAAI 2021
Label Confusion Learning to Enhance Text Classification Models AAAI 2021
Locally Adaptive Label Smoothing Improves Predictive Churn ICML 2021
ASR Posterior-Based Loss for Multi-Task End-to-End Speech Translation INTERSPEECH 2021
On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021
Improving Calibration for Long-Tailed Recognition CVPR 2021