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Table 2 Comparison between hULMonA and AraBERT [29, 30]

From: AraXLNet: pre-trained language model for sentiment analysis of Arabic

Dataset hULMonA (%) AraBERT v0.1/v1 (%)
BERT 95.7–95.7 96.2/96.1
RoBERTa 67.7–69.9 92.2/92.6
XLNet 51.1–52.4 58.9/59.4