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

Stratos Xenouleas , Alexia Tsoukara , Giannis Panagiotakis , Ilias Chalkidis , Ion Androutsopoulos

* 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

Dimitris Pappas , Prodromos Malakasiotis , Ion Androutsopoulos

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FiNER: Financial Numeric Entity Recognition for XBRL Tagging

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

* 13 pages, long paper at ACL 2022 

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Toxicity Detection can be Sensitive to the Conversational Context

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

* 13 pages, 8 figures 

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LexGLUE: A Benchmark Dataset for Legal Language Understanding in English

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

* 9 pages, LexGLUE benchmark is available at: Code is available at: 

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

Lefteris Loukas , Manos Fergadiotis , Ion Androutsopoulos , Prodromos Malakasiotis

* 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

Ilias Chalkidis , Manos Fergadiotis , Ion Androutsopoulos

* 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

Dimitris Pappas , Ion Androutsopoulos

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

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Deception detection in text and its relation to the cultural dimension of individualism/collectivism

Katerina Papantoniou , Panagiotis Papadakos , Theodore Patkos , Giorgos Flouris , Ion Androutsopoulos , Dimitris Plexousakis

* Accepted for publication in Natural Language Engineering journal 

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Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases

Ilias Chalkidis , Manos Fergadiotis , Dimitrios Tsarapatsanis , Nikolaos Aletras , Ion Androutsopoulos , Prodromos Malakasiotis

* 9 pages, long paper at NAACL 2021 proceedings 

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