Shamanth Shettyinkern-ai10x your active learning via active transfer learning in NLPActive learning is an excellent concept: you train a model as you label the data for it. This way, you can automatically label records of…Jul 8, 2022Jul 8, 2022
Shamanth Shettyinkern-aiHow Kern differentiates from existing labeling environmentsIf VS code had a data-centric sibling, what would it look like?Jul 4, 2022Jul 4, 2022
Shamanth Shettyinkern-aiHow to engineer prompts for Zero-Shot modulesZero-shot inference is really something that can blow your mind. Using large-scale pre-trained language models, you can make surprisingly…Jun 29, 2022Jun 29, 2022
Shamanth Shettyinkern-ai6 (+1) types of heuristics to automate your labeling processThere are more ways to automate data labeling than just plain labeling functions. In this post, we will be showing you the different…Jun 27, 2022Jun 27, 2022
Shamanth Shettyinkern-aiAutomated and denoised labels for NLP with weak supervisionWeak Supervision is a technique that enables Data Scientists to create large-scale, denoised labels for training data using heuristics.Jun 23, 2022Jun 23, 2022
Shamanth Shettyinkern-aiGetting started with Auto-ML dockerAn easy-to-use automated machine learning tool to build containerized natural language classifiers quickly.Jun 23, 2022Jun 23, 2022
