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Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer


Nov 10, 2022
Dimitris Mamakas, Petros Tsotsi, Ion Androutsopoulos, Ilias Chalkidis

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* 9 pages, long paper at NLLP Workshop 2022 proceedings 

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Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification


Jun 08, 2022
Stratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos

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* 4 pages, short paper at the 12th Hellenic Conference on Artificial Intelligence (SETN 2022) 

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Data Augmentation for Biomedical Factoid Question Answering


Apr 10, 2022
Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos

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FiNER: Financial Numeric Entity Recognition for XBRL Tagging


Mar 12, 2022
Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, Georgios Paliouras

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* 13 pages, long paper at ACL 2022 

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Toxicity Detection can be Sensitive to the Conversational Context


Nov 19, 2021
Alexandros Xenos, John Pavlopoulos, Ion Androutsopoulos, Lucas Dixon, Jeffrey Sorensen, Leo Laugier

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* 13 pages, 8 figures 

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LexGLUE: A Benchmark Dataset for Legal Language Understanding in English


Oct 13, 2021
Ilias Chalkidis, Abhik Jana, Dirk Hartung, Michael Bommarito, Ion Androutsopoulos, Daniel Martin Katz, Nikolaos Aletras

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* 9 pages, LexGLUE benchmark is available at: https://huggingface.co/datasets/lex_glue. Code is available at: https://github.com/coastalcph/lex-glue 

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EDGAR-CORPUS: Billions of Tokens Make The World Go Round


Oct 01, 2021
Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis

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* 6 pages, short paper at ECONLP 2021 Workshop, in conjunction with EMNLP 2021 

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MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer


Sep 06, 2021
Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos

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* 9 pages, long paper at EMNLP 2021 proceedings 

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A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections


Jun 16, 2021
Dimitris Pappas, Ion Androutsopoulos

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* 12 pages, 3 figures, 4 tables, ACL-IJCNLP 2021 

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