Data Programming: Creating Large Training Sets, Quickly — HN submission

Fri, 08 Apr 2022 11:35:31 GMT

Show HN: Programmatic – a REPL for creating labeled data

Hey HN, I’m Jordan cofounder of Humanloop (YC S20) and I’m excited to show you Programmatic — an annotation tool for building large labeled datasets for NLP without manual annotation. Programmatic is like a REPL for data annotation. You: 1. Write simple rules/functions that can approximately label the data 2. Get near-instant feedback across your entire corpus 3. Iterate and improve your rules Finally, it uses a Bayesian label model [1] to convert these noisy annotations into a single, large, clean dataset, which you can then use for training machine learning models. You can programmatically…

26 points; 5 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Data Programming: Creating Large Training Sets, Quickly · HackerPapers discussions

Data Programming: Creating Large Training Sets, Quickly — HN submission