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Language models have proven to be very useful when adapted to specific domains.
Biobert: a pre-trained biomedical language representation model for biomedical text mining
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, and Jaewoo Kang. 2019 · 1901
Earlier work this paper cites.
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, Julien Chaumond, and Thomas Wolf. 2019 · 1910
Earlier work this paper cites.
Emad Elwany, Dave Moore, and Gaurav Oberoi. 2019 · 1911
Earlier work this paper cites.
Finbert: A pretrained language model for financial communications
Yi Yang, Mark Christopher Siy Uy, and Allen Huang. 2020 · 2006
Earlier work this paper cites.
BARThez: a skilled pretrained French sequence-to-sequence model
Moussa Kamal Eddine, Antoine J.-P. Tixier, and Michalis Vazirgiannis. 2020 · 2010
Earlier work this paper cites.
Exploring the use of text classification in the legal domain
Octavia-Maria Sulea, Marcos Zampieri, Shervin Malmasi, Mihaela Vela, Liviu P. Dinu, and Josef van Genabith. 2017 · 2017
Cited alongside, same era.
SciBERT: A pretrained language model for scientific text
Iz Beltagy, Kyle Lo, and Arman Cohan. 2019 · 2019
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
LEGAL-BERT: The muppets straight out of law school
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, and Ion Androutsopoulos. 2020 · 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 · 2020
Later among the works it cites.
Evaluation of word embeddings from large-scale french web content
Hadi Abdine, Christos Xypolopoulos, Moussa Kamal Eddine, and Michalis Vazirgiannis. 2021 · 2021
Closest in time.
LegalDB: Long DistilBERT for legal document classification
Purbid Bambroo and Aditi Awasthi. 2021 · 2021
Closest in time.
CriminelBart: A French Canadian legal language model specialized in criminal law
Nicolas Garneau, Eve Gaumond, Luc Lamontagne, and Pierre-Luc Déziel. 2021 · 2021
Closest in time.
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