Mowjaz多主题标签任务的OmarRadi团队

Omar Radi
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引用次数: 0

摘要

本文描述了Mowjaz多主题标签任务[1]的第7个获奖系统。目前的研究工作讨论了用于实验的模型,这些模型导致了所提出的系统,并展示了模型在任务的阿拉伯文章数据集上的性能。该系统是一个具有单个隐藏层的MLP系统。该模型的F1-Sample得分为0.8594,F1-Macro得分为0.8476,F1-Micro得分为0.8504,准确率得分为82.9,并在任务网站上公布,在Mowjaz Multi-Topic Labelling task中排名第7[1]。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Team OmarRadi at the Mowjaz Multi-Topic Labelling Task
This paper describes the 7th winning system for the Mowjaz Multi-Topic Labelling Task [1]. The current research work discusses the models used for the experimentation that led to the proposed system and shows the models’ performances on the task’s dataset of Arabic Articles. The proposed system, which was a MLP system with a single hidden layer. It achieved an F1-Sample score of 0.8594, F1-Macro score of 0.8476, F1-Micro score of 0.8504 and an Accuracy score of 82.9 which published on the task’s website which led to rank the model as 7th in the Mowjaz Multi-Topic Labelling Task [1].
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