weakly-supervised-learning

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

Open source tools for computational pathology - Nature BME

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

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

Topic Inference with Zeroshot models

Exploring NLP weak supervision approaches to train text classification models. The project is also a prototype for a semi-automated text data labelling platform. Approaches: Snorkel and Zero-Shot Learning.