LEGAL-BERT: The Muppets straight out of Law School I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 708 | 2020 |
Neural legal judgment prediction in English I Chalkidis, I Androutsopoulos, N Aletras arXiv preprint arXiv:1906.02059, 2019 | 288 | 2019 |
Large-Scale Multi-Label Text Classification on EU Legislation I Chalkidis, M Fergadiotis, P Malakasiotis, N Aletras, I Androutsopoulos arXiv preprint arXiv:1905.10892, 2019 | 276* | 2019 |
Deep learning in law: early adaptation and legal word embeddings trained on large corpora I Chalkidis, D Kampas Artificial Intelligence and Law 27 (2), 171-198, 2019 | 180 | 2019 |
LexGLUE: A benchmark dataset for legal language understanding in English I Chalkidis, A Jana, D Hartung, M Bommarito, I Androutsopoulos, DM Katz, ... arXiv preprint arXiv:2110.00976, 2021 | 151 | 2021 |
Extracting contract elements I Chalkidis, I Androutsopoulos, A Michos Proceedings of the 16th edition of the International Conference on Articial …, 2017 | 129 | 2017 |
Greek-BERT: The Greeks visiting sesame street J Koutsikakis, I Chalkidis, P Malakasiotis, I Androutsopoulos 11th Hellenic Conference on Artificial Intelligence, 110-117, 2020 | 106 | 2020 |
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 | 85 | 2020 |
A Deep Learning Approach to Contract Element Extraction. I Chalkidis, I Androutsopoulos JURIX 2017, 155-164, 2017 | 79 | 2017 |
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 | 77 | 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 | 70 | 2021 |
Obligation and prohibition extraction using hierarchical RNNs I Chalkidis, I Androutsopoulos, A Michos arXiv preprint arXiv:1805.03871, 2018 | 70 | 2018 |
Named Entity Recognition, Linking and Generation for Greek Legislation. I Angelidis, I Chalkidis, M Koubarakis JURIX, 1-10, 2018 | 53 | 2018 |
Revisiting transformer-based models for long document classification X Dai, I Chalkidis, S Darkner, D Elliott arXiv preprint arXiv:2204.06683, 2022 | 48 | 2022 |
Swiss-judgment-prediction: A multilingual legal judgment prediction benchmark J Niklaus, I Chalkidis, M Stürmer arXiv preprint arXiv:2110.00806, 2021 | 48 | 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 | 43 | 2022 |
Modeling and querying greek legislation using semantic web technologies I Chalkidis, C Nikolaou, P Soursos, M Koubarakis The Semantic Web: 14th International Conference, ESWC 2017, Portorož …, 2017 | 40 | 2017 |
Fairlex: A multilingual benchmark for evaluating fairness in legal text processing I Chalkidis, T Pasini, S Zhang, L Tomada, SF Schwemer, A Søgaard arXiv preprint arXiv:2203.07228, 2022 | 38 | 2022 |
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 | 29 | 2021 |
LeXFiles and LegalLAMA: Facilitating English multinational legal language model development I Chalkidis, N Garneau, C Goanta, DM Katz, A Søgaard arXiv preprint arXiv:2305.07507, 2023 | 25 | 2023 |