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BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detectionстатья
- Авторы: Kudisov Artem, Arefyev Nikolay
- Сборник: Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change
- Год издания: 2022
- Место издания: Association for Computational Linguistics Dublin, Ireland
- Первая страница: 165
- Последняя страница: 172
- DOI: 10.18653/v1/2022.lchange-1.17
- Аннотация: We propose a solution for the LSCDiscovery shared task on Lexical Semantic Change Detection in Spanish. Our approach is based on generating lexical substitutes that describe old and new senses of a given word. This approach achieves the second best result in sense loss and sense gain detection subtasks. By observing those substitutes that are specific for only one time period, one can understand which senses were obtained or lost. This allows providing more detailed information about semantic change to the user and makes our method interpretable.
- Добавил в систему: Арефьев Николай Викторович