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The application of Natural Language Processing (NLP) to specialized domains, such as the law, has recently received a surge of interest.
Neural legal judgment prediction in english
Ilias Chalkidis, Ion Androutsopoulos, and Nikolaos Aletras. 2019 · 1906
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Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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What is a word, what is a sentence? problems of tokenization
Gregory Grefenstette and Pasi Tapanainen. 1994 · 1994
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Towards tokenization evaluation
Benoit Habert, Gilles Adda, Martine Adda-Decker, P Boula de Marëuil, Serge Ferrari, Olivier Ferret, Gabriel Illouz, and Patrick Paroubek. 1998 · 1998
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Summarising legal texts: Sentential tense and argumentative roles
Claire Grover, Ben Hachey, and Chris Korycinski. 2003 · 2003
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Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition
Erik F. Tjong Kim Sang and Fien De Meulder. 2003 · 2003
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Finbert: A pretrained language model for financial communications
Yi Yang, Mark Christopher Siy Uy, and Allen Huang. 2020 · 2006
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Mimic-iii, a freely accessible critical care database
Alistair E. W. Johnson, Tom J. Pollard, Lu Shen, Li wei H. Lehman, Mengling Feng, Mohammad Mahdi Ghassemi, Benjamin Moody, Peter Szolovits, Leo Anthony Celi, and Roger G. Mark. 2016 · 2016
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Neural machine translation of rare words with subword units
Barry Haddow Sennrich, Rico and Alexandra Birch. 2016 · 2016
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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.
Electra: Pre-training text encoders as discriminators rather than generators
Kevin Clark, Minh-Thang Luong, Quoc V Le, and Christopher D Manning. 2019 · 2019
Cited alongside, same era.
Clinicalbert: Modeling clinical notes and predicting hospital readmission
Kexin Huang, Jaan Altosaar, and Rajesh Ranganath. 2019 · 2019
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin Ming-Wei Chang Kenton and Lee Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Reformer: The efficient transformer
Nikita Kitaev, Lukasz Kaiser, and Anselm Levskaya. 2019 · 2019
Cited alongside, same era.
Algorithms as discrimination detectors
Jon Kleinberg, Jens Ludwig, Sendhil Mullainathan, and Cass R. Sunstein. 2020 · 2020
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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. 2020 · 2020
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Using machine learning to predict decisions of the european court of human rights
Masha Medvedeva, Michel Vols, and Martijn Wieling. 2020 · 2020
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How does NLP benefit legal system: A summary of legal artificial intelligence
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, and Maosong Sun. 2020 · 2020
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Med-bert: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction
Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, and Degui Zhi. 2021 · 2021
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Joseph Avery and Joel Cooper. 2020 · 2020
Cited alongside, same era.
Longformer: The long-document transformer
Iz Beltagy, Matthew E Peters, and Arman Cohan. 2020 · 2020
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.
Justfair: Judicial system transparency through federal archive inferred records
Maria-Veronica Ciocanel, Chad M. Topaz, Rebecca Santorella, Shilad Sen, Christian Michael Smith, and Adam Hufstetler. 2020 · 2020
Cited alongside, same era.
Identifying biases in legal data: An algorithmic fairness perspective
Jackson Sargent and Melanie Weber. 2021 · 2021
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Courtlistener
The Free Law Project. 2021 · 2021
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Lawformer: A pre-trained language model for chinese legal long documents
Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, and Maosong Sun. 2021 · 2021
Later among the works it cites.