Aleksandr Shatilov


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Randomseed19 at SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media
Aleksandr Shatilov | Denis Gordeev | Alexey Rey
Proceedings of the Fourteenth Workshop on Semantic Evaluation

This paper describes our approach to emphasis selection for written text in visual media as a solution for SemEval 2020 Task 10. We used an ensemble of several different Transformer-based models and cast the task as a sequence labeling problem with two tags: ‘I’ as ‘emphasized’ and ‘O’ as ‘non-emphasized’ for each token in the text.