26 results found Sort:

cleanlab
cleanlab cleanlab
753
9.9k
agpl-3.0
88
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
llms dataops datasets labeling annotation dataquality data-quality data-science noisy-labels data-cleaning data-curation data-labeling data-profiling active-learning data-centric-ai data-validation weak-supervision outlier-detection exploratory-data-analysis out-of-distribution-detection
Created 2018-05-11
1,749 commits to master branch, last one 6 days ago
snorkel-team
snorkel snorkel-team
856
5.8k
apache-2.0
166
A system for quickly generating training data with weak supervision
ai python snorkel labeling data-science data-slicing training-data machine-learning weak-supervision data-augmentation
Created 2016-02-26
2,693 commits to main branch, last one 10 months ago
argilla-io
argilla argilla-io
389
4.2k
apache-2.0
32
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
ai llm nlp rlhf gpt-4 mlops langchain text-labeling active-learning annotation-tool developer-tools text-annotation machine-learning weak-supervision human-in-the-loop weakly-supervised-learning natural-language-processing
Created 2021-04-28
3,603 commits to develop branch, last one 15 days ago
NorskRegnesentral
skweak NorskRegnesentral
73
923
mit
26
skweak: A software toolkit for weak supervision applied to NLP tasks
spacy python nlp-library data-science training-data weak-supervision distant-supervision nlp-machine-learning natural-language-processing
Created 2021-03-16
180 commits to main branch, last one 4 months ago
cliang1453
BOND cliang1453
34
292
apache-2.0
7
BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
ner nlp bert dataset roberta fine-tuning open-domain pre-trained self-training weak-supervision weakly-supervised distant-supervision named-entity-recognition weakly-supervised-learning natural-language-processing
Created 2020-06-05
42 commits to master branch, last one 3 years 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
dmMaze
comic-text-detector dmMaze
44
227
gpl-3.0
4
Manga&Comic text detection
ocr anime comics deep-learning computer-vision object-detection weak-supervision manga-translation scene-text-detection weakly-supervised-segmentation
Created 2022-01-12
41 commits to master branch, last one about a year ago
JieyuZ2
wrench JieyuZ2
31
224
apache-2.0
6
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
nlp dataset deep-learning data-centric-ai robust-learning data-programming machine-learning weak-supervision sequence-labeling benchmark-framework weakly-supervised-learning
Created 2021-08-23
173 commits to main branch, last one 10 months 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
autonise
CRAFT-Remade autonise
48
191
mit
21
Implementation of CRAFT Text Detection
ocr craft pytorch detection text-detection weak-supervision pytorch-implementation
Created 2019-07-23
93 commits to master branch, last one 2 years ago
JieyuZ2
Awesome-Weak-Supervision JieyuZ2
27
188
unknown
16
A curated list of programmatic weak supervision papers and resources
data-programming machine-learning weak-supervision
Created 2021-05-06
98 commits to main branch, last one about a year ago
microsoft
ASTRA microsoft
22
157
mit
11
Self-training with Weak Supervision (NAACL 2021)
nlp machine-learning weak-supervision weakly-supervised-learning
Created 2021-04-12
18 commits to main branch, last one 3 years ago
autonlab
weasel autonlab
12
156
apache-2.0
4
Weakly Supervised End-to-End Learning (NeurIPS 2021)
deep-learning machine-learning weak-supervision pytorch-lightning end-to-end-learning weakly-supervised-learning multi-source-weak-supervision
Created 2021-07-06
16 commits to main branch, last one about a year ago
AlvaroCavalcante
auto_annotate AlvaroCavalcante
34
156
apache-2.0
5
Labeling is boring. Use this tool to speed up your next object detection project!
python python3 tensorflow labeling-tool annotation-tool computer-vision object-detection weak-supervision dataset-generation pattern-recognition semi-supervised-learning
Created 2019-12-23
95 commits to master branch, last one 11 months ago
knodle
knodle knodle
15
108
apache-2.0
7
A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.
ai knodle python pytorch snorkel classification machine-learning weak-supervision denoising-methods relation-extraction weakly-supervised-learning natural-language-procressing
Created 2020-11-04
628 commits to develop branch, last one 3 months ago
decile-team
spear decile-team
20
103
mit
10
SPEAR: Programmatically label and build training data quickly.
deep-learning data-programming machine-learning weak-supervision labeling-functions unsupervised-learning data-efficient-learning semi-supervised-learning
Created 2020-12-28
271 commits to main branch, last one 10 months ago
amzn
amazon-weak-ner-needle amzn
30
100
mit-0
5
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
ner bert biomedical weak-supervision distant-supervision weakly-supervised-learning biomedical-named-entity-recognition
This repository has been archived (exclude archived)
Created 2021-07-04
7 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
maxent-ai
zeroshot_topics maxent-ai
7
61
apache-2.0
4
Topic Inference with Zeroshot models
nli nlp bert text keybert taxonomy labelling huggingface linguistics data-science transformers labelled-data knowledge-graph machine-learning weak-supervision zeroshot-learning keyword-extraction text-classification hypernymy-extraction weakly-supervised-learning
Created 2021-11-21
18 commits to main branch, last one 2 years ago
BatsResearch
alfred BatsResearch
6
52
bsd-3-clause
3
A system for prompted weak supervision. Alfred is a powerful tool that leverages large language models to accelerate data annotation.
llm vlm data prompting annotation-tool data-annotation weak-supervision programmatic-weak-supervision
Created 2022-12-20
271 commits to main branch, last one 3 months ago
dmitrykazhdan
concept-based-xai dmitrykazhdan
5
52
mit
7
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
vae xai concept library explainability explainable-ai disentanglement interpretability weak-supervision model-explanation concept-extraction concept-explanation weakly-supervised-learning disentangled-representations
Created 2021-04-07
62 commits to main branch, last one 2 years ago
awasthiabhijeet
Learning-From-Rules awasthiabhijeet
5
49
apache-2.0
4
Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net/forum?id=SkeuexBtDr)
iclr2020 rulebasednlp rule-based-nlp weak-supervision data-augmentation weakly-supervised high-level-supervision representation-learning weakly-supervised-learning
Created 2019-12-22
8 commits to master branch, last one 3 years ago
astra-vision
COARSE3D astra-vision
5
41
apache-2.0
2
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation (BMVC 2022)
3d pcl pointcloud point-cloud range-image weak-supervision contrastive-learning semantic-segmentation weakly-supervised-learning
Created 2022-08-09
10 commits to main branch, last one about a year ago
asrafulashiq
hamnet asrafulashiq
9
41
unknown
2
PyTorch implementation of AAAI 2021 paper: A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization
weak-supervision attention-mechanism activity-recognition
Created 2021-01-03
18 commits to master branch, last one 3 years ago
megagonlabs
tagruler megagonlabs
6
35
apache-2.0
5
Data programming by demonstration for information extraction and span annotation
data-labeling data-programming machine-learning weak-supervision data-programming-by-demonstration
Created 2021-02-25
23 commits to main branch, last one 3 years ago
rz-zhang
PRBoost rz-zhang
0
34
unknown
3
The codes for our ACL'22 paper: PRBOOST: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.
nlp prompt boosting rule-learning rule-discovery online-learning weak-supervision adaptive-learning iterative-learning interactive-learning weakly-supervised-learning
Created 2022-03-18
7 commits to main branch, last one 2 years ago