Anatoli Starostin

Also published as: Anatoly Starostin


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Automated Word Stress Detection in Russian
Maria Ponomareva | Kirill Milintsevich | Ekaterina Chernyak | Anatoly Starostin
Proceedings of the First Workshop on Subword and Character Level Models in NLP

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 accuracy of 90% or higher. We experiment with two training datasets and show that using the data from an annotated corpus is much more efficient than using only a dictionary, since it allows to retain the context of the word and its morphological features.


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Semantic Portals in Biomedicine: Case Study
Irina Efimenko | Sergey Minor | Anatoli Starostin | Vladimir Khoroshevsky
Proceedings of the Workshop on Biomedical Information Extraction