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IITK at SemEval-2020 Task 10: Transformers for Emphasis Selection

This paper describes the system proposed for addressing the research problem posed in Task 10 of SemEval-2020: Emphasis Selection For Written Text in Visual Media. We propose an end-to-end model that takes as input the text and corresponding to each word gives the probability of the word to be emphasized. Our results show that transformer-based models are particularly effective in this task. We achieved the best Matchm score (described in section 2.2) of 0.810 and were ranked third on the leaderboard.

preprint2020arXivOpen access
Vipul SinghalSahil DhullRishabh AgarwalAshutosh Modi
Computation and LanguageMachine LearningArtificial Intelligence
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Vipul SinghalSahil DhullRishabh AgarwalAshutosh Modi

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