weak-supervision
Here are 54 public repositories matching this topic...
Weak Labeling of Fake News Articles with Snorkel and Snuba
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Jun 8, 2021 - Python
A hyper label model to aggregate multiple weak labels in a single forward pass
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Feb 27, 2023 - Python
Linked Data Knowledge Base Population (KBP) framework built on top of Snorkel. The default configuration uses Wikipedia as text corpus and DBpedia as target.
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Nov 23, 2019 - Python
Python Implementation of Weakly Supervised Clustering article
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Jan 25, 2024 - Python
Weakly supervised RL with safety cages for autonomous highway driving
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Jun 9, 2022 - Python
Using weak supervision to perform named entity recognition and offensive language detection on r/sg comments
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Sep 9, 2023 - Python
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Mar 14, 2023 - Python
An approach to curating naturally adversarial datasets.
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Mar 11, 2024 - Python
Weak Supervised Fake News Detection with RoBERTa, XLNet, ALBERT, XGBoost and Logistic Regression classifiers.
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Jun 8, 2021 - Python
Official Code for our Findings of ACL 2022 paper: Co-training an Unsupervised Constituency Parser with Weak Supervision
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Nov 30, 2022 - Python
Modeling task relationships with surrogate modeling
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Sep 24, 2023 - Python
Utilizing the snorkel machine learning model to label biomimicry papers. Snorkel uses weak supervision to label large amounts of training data using programmatic labeling functions based on keyword rules.
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Feb 24, 2022 - Python
Code associated to the article "Multi-annotator Deep Learning: A Probabilistic Framework for Classification"
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Feb 3, 2024 - Python
The source code used for paper "PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training", published in EMNLP 2023.
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Oct 25, 2023 - Python
Weakly supervised learning framework for classification.
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Nov 22, 2020 - Python
Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler
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Nov 2, 2023 - Python
Flippers is a weak supervision library for creating high quality labels using your domain kownledge and weak supervision sources.
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Apr 9, 2024 - Python
Sparse conditional hidden Markov model for weakly supervised NER
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Jun 21, 2023 - Python
Code accompanying the TOP paper "Predicting the Demographics of Twitter Users with Programmatic Weak Supervision".
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May 22, 2024 - Python
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