Code accompanying the TOP paper "Predicting the Demographics of Twitter Users with Programmatic Weak Supervision".
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Updated
Jun 25, 2024 - Python
Code accompanying the TOP paper "Predicting the Demographics of Twitter Users with Programmatic Weak Supervision".
A system for quickly generating training data with weak supervision
Implementing wide variety of transformers, fine tuning as well as trying architectural variants from various research papers and blogs.
"Snorkel with Turtle" is a realtime labeling system based on Snorkel
This is a POC project of a system that aim to label unlabeled streaming data using Snorkel
Interactive Label Generation Tool for Time Series Data
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.
Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler
Labelling dataset with Snorkel and TextBlob, building model with Scikit-Learn (SVM), wiring up a web app using Flask.
A curated list of awesome Weak-Supervision-Sequence-Labeling (WSSL) papers, methods & resources.
[SIGIR 2022] ORCAS-I: Queries Annotated with Intent using Weak Supervision
Fine-grained semantic indexing of biomedical literature (a Weakly-Supervised approach)
Unsupervised tableQA and databaseQA on chinese finance question and tabular data
Big Old Heuristic Repository
Convertir máscara Snorkel a CPAP y a máscara de Equipo de Prevención Individual (EPIs)
Jupyter book showing how to build an ML powered book genre classifier
Mongolian Polarity Detection in Weakly Supervised manner
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