weak-supervision
Here are 75 public repositories matching this topic...
Weak Labeling of Fake News Articles with Snorkel and Snuba
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Jun 8, 2021 - Python
Fine-grained semantic indexing of biomedical literature (a Weakly-Supervised approach)
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May 19, 2023 - Java
A curated list of awesome Weak-Supervision-Sequence-Labeling (WSSL) papers, methods & resources.
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Sep 14, 2023
A hyper label model to aggregate multiple weak labels in a single forward pass
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Feb 27, 2023 - Python
Weakly supervised RL with safety cages for autonomous highway driving
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Jun 9, 2022 - Python
Code accompanying the TOP paper "Predicting the Demographics of Twitter Users with Programmatic Weak Supervision".
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Jun 25, 2024 - 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
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
Implementing wide variety of transformers, fine tuning as well as trying architectural variants from various research papers and blogs.
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Apr 4, 2024 - Jupyter Notebook
[SIGIR 2022] ORCAS-I: Queries Annotated with Intent using Weak Supervision
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Sep 5, 2023 - Jupyter Notebook
Weak Supervised Fake News Detection with RoBERTa, XLNet, ALBERT, XGBoost and Logistic Regression classifiers.
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Jun 8, 2021 - Python
In this project, we are using Snorkel Python to work with ML algorithms with an unlabeled text dataset.
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Jan 21, 2021 - Jupyter Notebook
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
Repo accompanying the paper "Monocular spherical depth estimation with explicitly connected weak layout cues".
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Nov 12, 2022
The codes for our ACL'22 paper: PRBOOST: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.
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Mar 18, 2022
Modeling task relationships with surrogate modeling
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Sep 24, 2023 - Python
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