learning-with-noisy-labels topic
cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
nlp-labelling
Labelling platform for text using weak supervision.
COSINE
[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.
Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
trove
Weakly supervised medical named entity classification
2022-CVPR-DART
PyTorch implementation for Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification (CVPR 2022).
LNL-NCE
A pytorch implementation for "Neighborhood Collective Estimation for Noisy Label Identification and Correction", which is accepted by ECCV2022.