Manos Fergadiotis

According to our database, Manos Fergadiotis authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Machine learning in bank merger prediction: A text-based approach.

Apostolos G. Katsafados, George N. Leledakis, Emmanouil G. Pyrgiotakis, Ion Androutsopoulos, Manos Fergadiotis

Eur. J. Oper. Res., January, 2024

2022

An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification.

Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott

CoRR, 2022

FiNER: Financial Numeric Entity Recognition for XBRL Tagging.

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

DICoE@FinSim-3: Financial Hypernym Detection using Augmented Terms and Distance-based Features.

Lefteris Loukas, Konstantinos Bougiatiotis, Manos Fergadiotis, Dimitris Mavroeidis, Elias Zavitsanos

CoRR, 2021

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

Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis

CoRR, 2021

Neural Contract Element Extraction Revisited.

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

CoRR, 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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

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

Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

LEGAL-BERT: The Muppets straight out of Law School.

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

CoRR, 2020

LEGAL-BERT: "Preparing the Muppets for Court'".

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

Proceedings of the Findings of the Association for Computational Linguistics: 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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

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

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

CoRR, 2019

Large-Scale Multi-Label Text Classification on EU Legislation.

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019