LEGAL-BERT: The muppets straight out of law school I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos arXiv preprint arXiv:2010.02559, 2020 | 149 | 2020 |
Large-scale multi-label text classification on EU legislation I Chalkidis, M Fergadiotis, P Malakasiotis, I Androutsopoulos arXiv preprint arXiv:1906.02192, 2019 | 91 | 2019 |
Extreme multi-label legal text classification: A case study in EU legislation I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos arXiv preprint arXiv:1905.10892, 2019 | 39 | 2019 |
An empirical study on large-scale multi-label text classification including few and zero-shot labels I Chalkidis, M Fergadiotis, S Kotitsas, P Malakasiotis, N Aletras, ... arXiv preprint arXiv:2010.01653, 2020 | 36 | 2020 |
Paragraph-level rationale extraction through regularization: A case study on European court of human rights cases I Chalkidis, M Fergadiotis, D Tsarapatsanis, N Aletras, I Androutsopoulos, ... arXiv preprint arXiv:2103.13084, 2021 | 18 | 2021 |
Using textual analysis to identify merger participants: Evidence from the US banking industry AG Katsafados, I Androutsopoulos, I Chalkidis, E Fergadiotis, ... Finance Research Letters 42, 101949, 2021 | 11 | 2021 |
Neural contract element extraction revisited I Chalkidis, M Fergadiotis, P Malakasiotis, I Androutsopoulos Workshop on Document Intelligence at NeurIPS 2019, 2019 | 11 | 2019 |
MultiEURLEX--A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer I Chalkidis, M Fergadiotis, I Androutsopoulos arXiv preprint arXiv:2109.00904, 2021 | 8 | 2021 |
Textual information and IPO underpricing: A machine learning approach D Katsafados, G Apostolos, I Androutsopoulos, I Chalkidis, E Fergadiotis, ... Ion and Chalkidis, Ilias and Chalkidis, Ilias and Fergadiotis, Emmanouel and …, 2020 | 5 | 2020 |
EDGAR-CORPUS: Billions of Tokens Make The World Go Round L Loukas, M Fergadiotis, I Androutsopoulos, P Malakasiotis arXiv preprint arXiv:2109.14394, 2021 | 4 | 2021 |
Regulatory compliance through Doc2Doc information retrieval: A case study in EU/UK legislation where text similarity has limitations I Chalkidis, M Fergadiotis, N Manginas, E Katakalou, P Malakasiotis arXiv preprint arXiv:2101.10726, 2021 | 4 | 2021 |
Machine learning in US bank merger prediction: A text-based approach AG Katsafados, GN Leledakis, EG Pyrgiotakis, I Androutsopoulos, ... Available at SSRN 3848854, 2021 | 1 | 2021 |
FiNER: Financial Numeric Entity Recognition for XBRL Tagging L Loukas, M Fergadiotis, I Chalkidis, E Spyropoulou, P Malakasiotis, ... arXiv preprint arXiv:2203.06482, 2022 | | 2022 |
DICoE@ FinSim-3: Financial Hypernym Detection using Augmented Terms and Distance-based Features L Loukas, K Bougiatiotis, M Fergadiotis, D Mavroeidis, E Zavitsanos arXiv preprint arXiv:2109.14906, 2021 | | 2021 |
Neural Contract Element Extraction Revisited: Letters from Sesame Street I Chalkidis, M Fergadiotis, P Malakasiotis, I Androutsopoulos arXiv preprint arXiv:2101.04355, 2021 | | 2021 |
LEGAL-BERT: The Muppets straight out of Law School Supplementary material I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos | | |