natural-language-processing-4
Weakly Supervised Data Denoising
3260 papers • 126 benchmarks • 313 datasets
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Most implemented papers
Knodle: Modular Weakly Supervised Learning with PyTorch
Benjamin Roth, Anastasiia Sedova, Andreas Stephan, M. Speranskaya•Thu Apr 22 2021
Knodle is a software framework that treats weak data annotations, deep learning models, and methods for improving weakly supervised training as separate, modular components, giving the training process access to fine-grained information such as data set characteristics, matches of heuristic rules, or elements of the deep learning model ultimately used for prediction.
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