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Search results for machine learning weak supervision
machine-learning
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weak-supervision
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14 search results found
Snorkel
⭐
5,692
A system for quickly generating training data with weak supervision
Argilla
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3,097
Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
Wrench
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203
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
Astra
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152
Self-training with Weak Supervision (NAACL 2021)
Weasel
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134
Weakly Supervised End-to-End Learning (NeurIPS 2021)
Awesome Weak Supervision
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128
A curated list of programmatic weak supervision papers and resources
Knodle
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102
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.
Spear
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102
SPEAR: Programmatically label and build training data quickly.
Zeroshot_topics
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47
Topic Inference with Zeroshot models
Confidentlearning Reproduce
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26
Official data release to reproduce Confident Learning paper results
Tagruler
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25
Data programming by demonstration for information extraction and span annotation
Ruler
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12
Data Programming by Demonstration (DPBD) for Document Classification
Keyclass
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10
Code for "Classifying Unstructured Clinical Notes via Automatic Weak Supervision", MLHC 2022.
Scikit Clean
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9
A collection of algorithms for detecting and handling label noise
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