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Communication Dans Un Congrès Année : 2021

AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT

Résumé

This paper explains our participation in task 1 of the CASE 2021 shared task. This task is about multilingual event extraction from news. We focused on sub-task 4, event information extraction. This sub-task has a small training dataset and we fine-tuned a multilingual BERT to solve this sub-task. We studied the instability problem on the dataset and tried to mitigate it.
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Dates et versions

hal-03255722 , version 1 (09-06-2021)
hal-03255722 , version 2 (16-07-2021)

Identifiants

Citer

Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch. AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT. Proceedings of the 4th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021), Aug 2021, Online, Unknown Region. ⟨hal-03255722v2⟩
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