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weak-labels

Here are 6 public repositories matching this topic...

PrithivirajDamodaran / ZSIC

Zero Shot Image Classification but more, Supports Multilingual labelling and a variety of CNN based models for a vision backbone by using OpenAI CLIP for $ conscious uses (Super simple, so a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

image-classification image-classifier image-labeling weak-labels zeroshot-learning image-labeling-tool

Updated Mar 5, 2022
Python

PrithivirajDamodaran / Alt-ZSC

Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

text-classification weak-labels zeroshot-learning text-labeling text-labelling zero-shot-classification

Updated Apr 5, 2022
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

junchenzhi / Awesome-Weak-Supervision-Sequence-Labeling

A curated list of awesome Weak-Supervision-Sequence-Labeling (WSSL) papers, methods & resources.

information-extraction weak-supervision named-entity-recognition snorkel crowdsourcing sequence-labeling weakly-supervised-learning weak-labels data-programming noisy-labels noisy-label-learning learning-from-crowds crowd-intelligence learning-from-human-feedback weak-label truth-inferec

Updated Sep 14, 2023

piiingz / fake-news-detection-weak-labeling

Weak Labeling of Fake News Articles with Snorkel and Snuba

weak-supervision snorkel fake-news weak-labels fakenewsdetection

Updated Jun 8, 2021
Python

Orieus / WeakLabelModel

A library for training multiclass classifiers with weak labels

machine-learning weak-labels

Updated Mar 25, 2023
Jupyter Notebook

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