Russian Stress Prediction using Maximum Entropy Ranking

Automated Word Stress Detection in Russian

In this study we address the problem of automated word stress detection in Russian using character level models and no part-speech-taggers. We use a simple bidirectional RNN with LSTM nodes and achieve the accuracy of 90…

StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials

Catastrophic failure in brittle materials is often due to the rapid growth and coalescence of cracks aided by high internal stresses. Hence, accurate prediction of maximum internal stress is critical to predicting time t…

Automatic word stress annotation of Russian unrestricted text

A Bayesian Monte-Carlo Uncertainty Model for Assessment of Shear Stress Entropy

The entropy models have been recently adopted in many studies to evaluate the distribution of the shear stress in circular channels. However, the uncertainty in their predictions and their reliability remains an open que…

Russian-English Bidirectional Machine Translation System

This review depicts our submission to the WMT20 shared news translation task. WMT is the conference to assess the level of machine translation capabilities of organizations in the word. We participated in one language pa…