Research Article

Named Entity Recognition of Ancient Poems Based on Albert-BiLSTM-MHA-CRF Model

Table 4

High-frequency entities of each entity type.

TimeImaginationPerson namePlace name

春 (spring)花 (flower)宋玉 (Song Yu)江南 (Jiangnan)
秋 (autumn)风 (wind)禹 (Yu)洞庭 (Dongting Lake)
今日 (today)云 (cloud)相如 (Xiangru)长安 (Chang’an City)
夏 (summer)雨 (rain)刘郎 (Liu Lang)西湖 (West Lake)
三月 (march)月 (moon)匈奴 (Huns)钱塘 (Qiantang)
昨夜 (last night)酒 (liquor)飞燕 (Zhao Feiyan)南山 (Nanshan)
清明 (Ching Ming Festival)雪 (snow)大铁椎 (big iron vertebrae)长江 (Yangtze)
去年 (last year)柳 (willow)尧 (Yao)洛阳 (Luoyang City)
今夜 (tonight)马 (horse)舜 (Shun)潇湘 (Xiaoxiang)