| LEGAL-BERT:" Preparing the Muppets for Court'". I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos EMNLP (Findings), 2898-2904, 2020 | 1507* | 2020 |
| Large-scale multi-label text classification on EU legislation I Chalkidis, E Fergadiotis, P Malakasiotis, I Androutsopoulos Proceedings of the 57th annual meeting of the association for computational …, 2019 | 345 | 2019 |
| 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 | 155 | 2021 |
| 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 | 153 | 2021 |
| 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 | 135 | 2020 |
| Extreme multi-label legal text classification: A case study in EU legislation I Chalkidis, E Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos Proceedings of the natural legal language processing workshop 2019, 78-87, 2019 | 113 | 2019 |
| FiNER: Financial numeric entity recognition for XBRL tagging L Loukas, M Fergadiotis, I Chalkidis, E Spyropoulou, P Malakasiotis, ... arXiv preprint arXiv:2203.06482, 2022 | 112 | 2022 |
| EDGAR-CORPUS: Billions of Tokens Make The World Go Round L Loukas, M Fergadiotis, I Androutsopoulos, P Malakasiotis arXiv preprint arXiv:2109.14394, 2021 | 57 | 2021 |
| An exploration of hierarchical attention transformers for efficient long document classification I Chalkidis, X Dai, M Fergadiotis, P Malakasiotis, D Elliott arXiv preprint arXiv:2210.05529, 2022 | 56 | 2022 |
| Machine learning in bank merger prediction: A text-based approach AG Katsafados, GN Leledakis, EG Pyrgiotakis, I Androutsopoulos, ... European Journal of Operational Research 312 (2), 783-797, 2024 | 43 | 2024 |
| 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 | 43 | 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 | 41 | 2021 |
| Neural contract element extraction revisited: Letters from sesame street I Chalkidis, M Fergadiotis, P Malakasiotis, I Androutsopoulos arXiv preprint arXiv:2101.04355, 2021 | 37* | 2021 |
| Textual information and IPO underpricing: A machine learning approach AG Katsafados, I Androutsopoulos, I Chalkidis, M Fergadiotis, ... | 30 | 2020 |
| The muppets straight out of law school. arXiv 2020 I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, ILB Androutsopoulos arXiv preprint arXiv:2010.02559, 2898-2904, 0 | 14 | |
| Entrant: A large financial dataset for table understanding E Zavitsanos, D Mavroeidis, E Spyropoulou, M Fergadiotis, G Paliouras Scientific Data 11 (1), 876, 2024 | 9 | 2024 |
| EDGAR-CRAWLER: From Raw Web Documents to Structured Financial NLP Datasets L Loukas, F Billert, M Fergadiotis, P Malakasiotis, I Androutsopoulos Companion Proceedings of the ACM on Web Conference 2025, 761-764, 2025 | 3 | 2025 |
| 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 | 3 | 2021 |
| System and method for automatically tagging documents EP Loukas, E Spyropoulou, P Malakasiotis, E Fergadiotis, I Chalkidis, ... EP Patent EP4124988A1, 2023 | 1 | 2023 |
| LEGAL-BERT: The Muppets straight out of Law School Supplementary material I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos | | |
Ion AndroutsopoulosProfessor, Department of Informatics, Athens University of Economics and BusinessVerified email at aueb.gr
