5 results found Sort:

weijiaheng
Advances-in-Label-Noise-Learning weijiaheng
58
691
unknown
16
A curated (most recent) list of resources for Learning with Noisy Labels
paper conference noisy-data robustness label-noise noisy-labels deep-learning robust-learning unreliable-labels deep-neural-networks noisy-label-learning robust-machine-learning international-conference learning-with-label-noise learning-with-noisy-labels weakly-supervised-learning
Created 2021-04-14
138 commits to main branch, last one about a month ago
dataqa
nlp-labelling dataqa
18
260
gpl-3.0
4
Labelling platform for text using weak supervision.
ner nlp text-mining data-science data-labeling search-engine annotation-tool pseudo-labeling weak-supervision text-classification nlp-machine-learning text-annotation-tool learning-with-noisy-labels natural-language-processing learning-with-limited-labeled-data
Created 2021-09-06
41 commits to master branch, last one 2 years ago
yueyu1030
COSINE yueyu1030
25
201
mit
10
[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.
agnews dataset roberta fine-tuning slot-filling roberta-model self-training language-model pseudo-labeling weak-supervision text-classification contrastive-learning learning-with-noisy-labels weakly-supervised-learning sentence-pair-classification
Created 2020-10-15
28 commits to main branch, last one 2 years ago
som-shahlab
trove som-shahlab
21
70
apache-2.0
6
Weakly supervised medical named entity classification
ner bert umls ontology biomedical pseudo-labeling weak-supervision umls-metathesaurus text-classification learning-with-noisy-labels weakly-supervised-learning
Created 2020-11-26
30 commits to main branch, last one 2 years ago
XLearning-SCU
2022-CVPR-DART XLearning-SCU
7
30
unknown
2
PyTorch implementation for Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification (CVPR 2022).
person-reid learning-with-noisy-labels cross-modality-re-identification
Created 2022-03-02
12 commits to main branch, last one 10 months ago