Amu-Euranova At Case 2021 Task 1: Assessing The Stability Of Multilingual Bert

Léo Bouscarrat,Antoine Bonnefoy,Cécile Capponi,Carlos Ramisch

CASE 2021: THE 4TH WORKSHOP ON CHALLENGES AND APPLICATIONS OF AUTOMATED EXTRACTION OF SOCIO-POLITICAL EVENTS FROM TEXT (CASE)（2021）

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摘要

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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amu-euranova

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