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Fake news widely spread on the Internet has had a negative impact on society. This article reports the solution of Spanish fake news detection purposed by our team GDUFS_DM in IberLEF 2021 shared task. Our purpose is to use BERT and Sample Memory with an attention mechanism to detect Spanish fake news. To capture richer semantic information in long news texts, we used BERT to encode the news headline and the news beginning and end part to keep more information instead of using a simpledblp:conf/sepln/HuangXJ21 fatcat:ggduvrl6lrc5ngccnpqakgr2dq