Some of our
thoughts

Many graphics cards, which are needed to solve the most demanding tasks in different areas, are released frequently. We have purchased a new graphics card – the Titan V and decided to compare it with the Tesla P40. 

Experiments on the performance of graphics cards were conducted. On the basis of the data obtained from experiments, we were able to find out which one is better. Let’s consider the characteristics of these video cards and the results of experiments.

Named-entity recognition (NER) is an important part of natural-language processing (NLP). The main problem is that language-specific resources and features are costly and hard to develop in new languages making NER a difficult task to accomplish. 

That's why in this article we will talk about the combination of supervised and unsupervised learning. To be more precise, our model is based on long short-term memory (LSTM) for unsupervised feature generation, and conditional random fields (CRF) for the sequential layer above it.