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


Mar 24, 2021
Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis

* 9 pages, long paper at NAACL 2021 proceedings 

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Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations


Jan 26, 2021
Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis

* Accepted for publication by EACL 2021, 13 pages including references and appendices 

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Neural Contract Element Extraction Revisited


Jan 12, 2021
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

* short paper at Document Intelligence Workshop (NeurIPS 2019 Workshop) 
* 4 pages 

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Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations


Oct 12, 2020
Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis

* 5 pages, short paper at SPNLP 2020 (EMNLP 2020 Workshop) 

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LEGAL-BERT: The Muppets straight out of Law School


Oct 06, 2020
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

* 5 pages, short paper in Findings of EMNLP 2020 

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An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels


Oct 04, 2020
Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

* 9 pages, long paper at EMNLP 2020 proceedings 

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GREEK-BERT: The Greeks visiting Sesame Street


Sep 03, 2020
John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos

* 8 pages, 1 figure, 11th Hellenic Conference on Artificial Intelligence (SETN 2020) 

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Neural Legal Judgment Prediction in English


Jun 05, 2019
Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras

* 7 pages, short paper at ACL 2019 

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Large-Scale Multi-Label Text Classification on EU Legislation


Jun 05, 2019
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

* 9 pages, short paper at ACL 2019. arXiv admin note: text overlap with arXiv:1905.10892 

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Extreme Multi-Label Legal Text Classification: A case study in EU Legislation


May 26, 2019
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

* 10 pages, long paper at NLLP Workshop of NAACL-HLT 2019 

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Obligation and Prohibition Extraction Using Hierarchical RNNs


May 10, 2018
Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos

* 6 pages, short paper at ACL 2018 

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