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

Double-Check Soft Teacher for Semi-Supervised Object Detection IJCAI 2022
Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa ACL 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
ULFRI at SemEval-2022 Task 4: Leveraging uncertainty and additional knowledge for patronizing and condescending language detection NAACL 2022
Label Smoothing for Text Mining COLING 2022
Fairness without Demographics through Knowledge Distillation NIPS 2022
How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation INTERSPEECH 2022
Dual-Level Adaptive Information Filtering for Interactive Image Segmentation AISTATS 2022
Relieving Long-Tailed Instance Segmentation via Pairwise Class Balance CVPR 2022
Distributed Representations of Emotion Categories in Emotion Space IJCNLP 2021
Compressing Visual-Linguistic Model via Knowledge Distillation ICCV 2021
AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation CVPR 2021
WHOSe Heritage: Classification of UNESCO World Heritage Statements of "Outstanding Universal Value” with Soft Labels EMNLP 2021
Knowledge Refinery: Learning from Decoupled Label AAAI 2021
Distributed Representations of Emotion Categories in Emotion Space ACL 2021
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation EMNLP 2021
Isotonic Data Augmentation for Knowledge Distillation IJCAI 2021
Knowledge-Enriched Distributional Model Inversion Attacks ICCV 2021
Locally Adaptive Label Smoothing Improves Predictive Churn ICML 2021
Learning to Purify Noisy Labels via Meta Soft Label Corrector AAAI 2021
Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021
Learning to Recognize Per-Rater’s Emotion Perception Using Co-Rater Training Strategy with Soft and Hard Labels INTERSPEECH 2020
Implicit Transfer of Privileged Acoustic Information in a Generalized Knowledge Distillation Framework INTERSPEECH 2020