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Named Entity Recognition (NER) involves the identification and classification of named entities in unstructured text into predefined classes.
Text Chunking using Transformation-Based Learning, 1995
Lance A. Ramshaw and Mitchell P. Marcus · 1995
Earlier work this paper cites.
Learning Multilingual Named Entity Recognition from Wikipedia
Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, and James R. Curran · 2012
Earlier work this paper cites.
An open corpus for named entity recognition in historic newspapers
Clemens Neudecker · 2016
Earlier work this paper cites.
Domain-adversarial training of neural networks
Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, Pascal Germain, Hugo Larochelle, François Laviolette, Mario Marchand, and Victor Lempitsky · 2016
Earlier work this paper cites.
Chinese Named Entity Recognition with BERT
Cheng Gong, Jiuyang Tang, Shengwei Zhou, Zepeng Hao, and Jun Wang · 2019
Cited alongside, same era.
Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition
Cedric Lothritz, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, and Jacques Klein · 2020
Cited alongside, same era.
CamemBERT: a tasty French language model
Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric de la Clergerie, Djamé Seddah, and Benoît Sagot · 2020
Cited alongside, same era.
FlauBERT: Unsupervised language model pre-training for French
Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoit Crabbé, Laurent Besacier, and Didier Schwab · 2020
Later among the works it cites.
WikiNEuRal: Combined neural and knowledge-based silver data creation for multilingual NER
Simone Tedeschi, Valentino Maiorca, Niccolò Campolungo, Francesco Cecconi, and Roberto Navigli · 2021
Later among the works it cites.
Named Entity Recognition by Using XLNet-BiLSTM-CRF
Rongen Yan, Xue Jiang, and Depeng Dang · 2021
Later among the works it cites.
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