UnifiedQA – You Have Some Question Maybe?
Need a system that would answer to your questions asked in different formats? UnifedQA is the keyword. ... Read More
huggingface
Zero-Shot Text Classification
Introduction: The stone-age AI Era In the beginning, in the AI stone-age era, you take several thousands of observations and train an old-style fully-connected neural network, And, if you were happy, you would have something useful. That time of training our own neural networks is done a long time ago, ... Read More
HuggingFace Impresses Again. No Need for Fine-Tuning.
With the latest HuggingFace BERT based transformers, it is possible to implement text classification against arbitrarily chosen set of categories. ... Read More
AdapterHub: New Kid on the Block for Transfer Learning
Introduction First, there was a BERT, at least all of this started with it. It is a general-purpose language model, once pre-trained for different languages and in different size variations. If you wanted to use it for some specific task, you should fine-tune it in a way that you take ... Read More