Publications

Financial misstatement detection: a realistic evaluation

Elias Zavitsanos, Dimitris Mavroeidis, Konstantinos Bougiatiotis, Eirini Spyropoulou, Lefteris Loukas, Georgios Paliouras, Financial misstatement detection: a realistic evaluation. Proceedings of the International Conference on AI in Finance (ICAIF 2021), held on-line, 2021.

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

Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis, EDGAR-CORPUS: Billions of Tokens Make The World Go Round. Proceedings of the Workshop on Economics and Natural Language Processing (ECONLP), Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), held on-line, 2021.

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, Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021), held on-line, 2021.

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

Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis, Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), held on-line, 2021.

LEGAL-BERT: The Muppets straight out of Law School

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos, LEGAL-BERT: The Muppets straight out of Law School. Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), 2020.  

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

Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos, An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), held on-line, 2020.  

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

Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis, Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. Proceedings of the Workshop on Structured Prediction for NLP (SPNLP 2020), Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), held on-line, 2020.  

GREEK-BERT: The Greeks visiting Sesame Street

John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos, GREEK-BERT: The Greeks visiting Sesame Street. 11th Hellenic Conference on Artificial Intelligence (SETN 2020), ACM, 2020.