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18 public repositories
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Prepare a data set based on the model that you already have, then experiment with 'training' your 'Machine Learning' tool on this data. Did it recognize the model? Sorry, that was a stupid question. Why didn't it? You can find out with the help of these tools here.
Process flow to generate labels on Text data using Snorkel and maintain DB to repurpose unlabelled data
Updated
Mar 8, 2019
Python
F# tutorial: building applications, data programming and tests
Updated
Apr 24, 2020
HTML
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling
Updated
Feb 25, 2021
Python
Data Programming by Demonstration (DPBD) for Document Classification
Updated
Jun 17, 2021
Jupyter Notebook
Data programming by demonstration for information extraction and span annotation
Updated
Sep 9, 2021
JavaScript
This repository contains source code of our ACL 2021 paper **Data Programming using Semi-Supervision and Subset Selection**
Updated
May 19, 2022
Python
Source code of our ACL 2022 paper 'Learning to robustly aggregate labeling functions for semi-supervised data programming'
Updated
Jun 5, 2022
Python
Mongolian Polarity Detection in Weakly Supervised manner
Updated
Jul 19, 2022
Python
One common repo for all of my R projects
Updated
Jul 25, 2022
HTML
Source code for the CSE 163: Intermediate Data Programming book (with code for practice problems)
Updated
Oct 30, 2022
Jupyter Notebook
A curated list of programmatic weak supervision papers and resources
A curated list of awesome Weak-Supervision-Sequence-Labeling (WSSL) papers, methods & resources.
A tool for automatically labelling discharge summaries into disease categories.
Updated
Oct 2, 2023
Python
Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler
Updated
Nov 2, 2023
Python
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
Updated
Feb 13, 2024
Python
SPEAR: Programmatically label and build training data quickly.
Updated
Jun 27, 2024
Jupyter Notebook
An approach to curating naturally adversarial datasets.
Updated
Mar 11, 2024
Python
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