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data-programming

Here are 10 public repositories matching this topic...

JieyuZ2 / wrench

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

nlp machine-learning deep-learning weak-supervision dataset benchmark-framework sequence-labeling weakly-supervised-learning data-programming robust-learning data-centric-ai

Updated Feb 13, 2024
Python

benbo / interactive-weak-supervision

Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling

machine-learning weak-supervision training-data data-programming data-labeling active-weak-supervision interactive-weak-supervision

Updated Feb 25, 2021
Python

junchenzhi / Neural-Hidden-CRF

Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler

weak-supervision named-entity-recognition snorkel crowdsourcing sequence-labeling weakly-supervised-learning weak-labels data-programming noisy-labels noisy-label-learning learning-from-crowds learning-from-human-feedback truth-inference

Updated Nov 2, 2023
Python

bayartsogt-ya / mnpolarity

Mongolian Polarity Detection in Weakly Supervised manner

classification snorkel tweet mongolian unlabeled-data data-programming software2 polarity-detection polarity-classification polarity-score nolabel weaklysupervised

Updated Jul 19, 2022
Python

semantic-health / deep-patient-cohorts

A tool for automatically labelling discharge summaries into disease categories.

clinical-notes data-programming noisy-labels flying-squid

Updated Oct 2, 2023
Python

ayushbits / Semi-Supervised-LFs-Subset-Selection

This repository contains source code of our ACL 2021 paper **Data Programming using Semi-Supervision and Subset Selection**

data-programming semi-supervision

Updated May 19, 2022
Python

ayushbits / robust-aggregate-lfs

Source code of our ACL 2022 paper 'Learning to robustly aggregate labeling functions for semi-supervised data programming'

machine-learning data-programming semi-supervision

Updated Jun 5, 2022
Python

sampathkethineedi / snorkel-process

Process flow to generate labels on Text data using Snorkel and maintain DB to repurpose unlabelled data

nlp database-management snorkel data-programming

Updated Mar 8, 2019
Python

sfpugh / Naturally-Adversarial-Datasets

An approach to curating naturally adversarial datasets.

weak-supervision robustness adversarial-examples data-programming natural-adversarial-examples

Updated Sep 16, 2024
Python

biru-codeastromer / wslite

Minimal weak-supervision framework for NLP with label functions, one-step weighting, and a denoised-labels classifier. Deterministic, tested, and demoable.

python nlp machine-learning text-classification weak-supervision weakly-supervised-learning data-programming noisy-labels ml-system streamlit

Updated Oct 17, 2025
Python

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