id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
bracis-19089	Silva, Diego F.; M. e Silva, Alcides; Lopes, Bianca M.; Johansson, Karina M.; Assi, Fernanda M.; Jesus, Júlia T. C. de; Mazo, Reynold N.; Lucrédio, Daniel; Caseli, Helena M.; Real, Livy	Named Entity Recognition for Brazilian Portuguese Product Titles	2021		.htm	text/html	6236	312	58	The same seeds (seed1 and seed2) used for training BERT NER models were also used for training MITIE NER models with one difference: MITIE does not explicitly use a validation set. Table 2. F1 scores for BERT models in test setFull size table It is interesting to notice that, although by a little difference, the model fine-tuned from the BERTimbau-Base performed better than the one fine-tuned from a version trained for NER in HAREM dataset.	cache/bracis-19089.htm	txt/bracis-19089.txt