Popular GitHub Repositories for Weak Supervision

A system for quickly generating training data with weak supervision

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

Manga&Comic text detection

Labeling is boring. Use this tool to speed up your next object detection project!

Weakly Supervised End-to-End Learning (NeurIPS 2021)

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

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

Weakly supervised medical named entity classification

PyTorch implementation of AAAI 2021 paper: A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization

Rare disease identification from free-text clinical notes with ontologies and weak supervision

A simple library for training named entity recognition model from partially annotated data

Code for "Classifying Unstructured Clinical Notes via Automatic Weak Supervision", MLHC 2022.

[NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-based Active Self-Training for Active Fine-Tuning of Pretrained Language Models'.

Pretrained segmenter models for Portuguese legislative text.

The source code used for paper "PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training", published in EMNLP 2023.

Code for paper entitled "Learning to detect RFI in radio astronomy without seeing it"

Sparse conditional hidden Markov model for weakly supervised NER

Official Code for our Findings of ACL 2022 paper: Co-training an Unsupervised Constituency Parser with Weak Supervision

Weakly supervised RL with safety cages for autonomous highway driving