A system for quickly generating training data with weak supervision
A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.
Extracting biomedical relationships from literature with Snorkel 🏊
Unsupervised tableQA and databaseQA on chinese finance question and tabular data
Jupyter book showing how to build an ML powered book genre classifier
Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler
[SIGIR 2022] ORCAS-I: Queries Annotated with Intent using Weak Supervision
Big Old Heuristic Repository
Mongolian Polarity Detection in Weakly Supervised manner
Code accompanying the TOP paper "Predicting the Demographics of Twitter Users with Programmatic Weak Supervision".
Convertir máscara Snorkel a CPAP y a máscara de Equipo de Prevención Individual (EPIs)
Semi-supervised labelling of news snippets to extract cleantech news
Process flow to generate labels on Text data using Snorkel and maintain DB to repurpose unlabelled data
"Snorkel with Turtle" is a realtime labeling system based on Snorkel
Implementing wide variety of transformers, fine tuning as well as trying architectural variants from various research papers and blogs.
A curated list of awesome Weak-Supervision-Sequence-Labeling (WSSL) papers, methods & resources.
Data labeling using weak supervision
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