Papers by Denis Andreevich Petrov
RUAccent: Advanced System for Stress Placement in Russian with Homograph Resolution (2025.coling-main)
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| Challenge: | a novel approach to stress placement in Russian text is proposed . homographs are spelled identically but have different meanings and stress patterns . previous approaches to stress placing in Russian have struggled with homograph . |
| Approach: | They propose a system that uses morphological analysis, context-aware neural models, and a specialized "-fikator" they find that the system places stress accurately on standard Russian words and resolves homographs based on their context . |
| Outcome: | The proposed system outperforms existing solutions on homographs and non-homograph words. |