Andrey Vasnetsov`s tech blog

Loss function porn

Experimenting with different hyperparameters and what we can tell from loss curve

Neural Networks debugging

How to be sure that the source of errors is not the code but the network architecture? How to determine limits in architecture capacity?

Matching models

Ininteraction VS representation. What kinds of matching models for NLP exists and why not all of them scales well.

Matching Zoo

Matching model collection

Transfer learning in NLP

What is NLP Omniglot? What attempts for transfer learning in NLP exists?