weak-supervision topic

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cleanlab

skweak: A software toolkit for weak supervision applied to NLP tasks

NorskRegnesentral

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

argilla-io

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

JieyuZ2

Labelling platform for text using weak supervision.

dataqa

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

cliang1453

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

NorskRegnesentral

[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

yueyu1030

Implementation of CRAFT Text Detection

autonise

A system for quickly generating training data with weak supervision

snorkel-team