🧑‍🔬 Ilias Chalkidis — all works

29 works · ← Ilias Chalkidis

1. LEGAL-BERT: The Muppets straight out of Law SchoolFindings of the Association for Computational LinguisticsIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, et al.2020 · 1,493 citations
2. Neural Legal Judgment Prediction in EnglishAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 559 citations
3. Challenges and Strategies in Cross-Cultural NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 292 citations
4. Large-Scale Multi-Label Text Classification on EU LegislationAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Emmanouil Fergadiotis, Prodromos Malakasiotis, et al.2019 · 283 citations
5. LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglishAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Abhik Jana, Dirk Hartung, et al.2022 · 239 citations
6. Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights CasesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, et al.2021 · 168 citations
7. MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transferConference on Empirical Methods in Natural Language Processing (EMNLP)Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos2021 · 160 citations
8. Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction BenchmarkNatural Legal Language Processing WorkshopJoel Niklaus, Ilias Chalkidis, Matthias Stürmer2021 · 129 citations
9. LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal DomainFindings of the Association for Computational LinguisticsJoel Niklaus, Veton Matoshi, Pooja Rani, et al.2023 · 123 citations
10. An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetIlias Chalkidis et al.2020 · 110 citations
11. MultiLegalPile: A 689GB Multilingual Legal Corpus ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJoel Niklaus et al.2024 · 98 citations
12. Revisiting Transformer-based Models for Long Document Classification ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetXiang Dai et al.2022 · 93 citations
13. FiNER: Financial Numeric Entity Recognition for XBRL Tagging ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetLefteris Loukas et al.2022 · 93 citations
14. Obligation and Prohibition Extraction Using Hierarchical RNNs ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetIlias Chalkidis, Ion Androutsopoulos, Achilleas Michos2018 · 88 citations
15. LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model DevelopmentAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Nicolas Garneau, Catalina Goanta, et al.2023 · 83 citations
16. Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation ↗Proceedings of the Natural Legal Language Processing Workshop 2019 · no summary yetIlias Chalkidis et al.2019 · 76 citations
17. FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetIlias Chalkidis et al.2022 · 74 citations
18. ChatGPT may Pass the Bar Exam soon, but has a Long Way to Go for the LexGLUE benchmark ↗arXiv:2304.12202 · no summary yetIlias Chalkidis2023 · 67 citations
19. Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer ↗Proceedings of the Natural Legal Language Processing Workshop 2022 · no summary yetDimitris Mamakas et al.2022 · 58 citations
20. 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: Main Volume · no summary yetIlias Chalkidis et al.2021 · 46 citations
21. Multi-granular Legal Topic Classification on Greek Legislation ↗Proceedings of the Natural Legal Language Processing Workshop 2021 · no summary yetChristos Papaloukas et al.2021 · 37 citations
22. One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial SupportarXiv:2306.09237Ronja Stern, Vishvaksenan Rasiah, Veton Matoshi, et al.2023 · 29 citations
23. An Empirical Study on Cross-X Transfer for Legal Judgment Prediction ↗Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJoel Niklaus, Matthias Stürmer, Ilias Chalkidis2022 · 29 citations
24. An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetYova Kementchedjhieva, Ilias Chalkidis2023 · 28 citations
25. Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification ↗arXiv:2206.03785 · no summary yetStratos Xenouleas et al.2022 · 9 citations
26. Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models ↗Proceedings of the Natural Legal Language Processing Workshop 2022 · no summary yetStelios Maroudas et al.2022 · 5 citations
27. When Do Language Models Endorse Limitations on Human Rights Principles?Findings of the Association for Computational LinguisticsKeenan Samway, Miu Nicole Takagi, Rada Mihalcea, et al.2026 · 1 citation
28. From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetRonja Stern et al.2025 · 1 citation
29. Can LLMs Reason in a Legally Meaningful Manner? A Small-scale Study on European Court of Human Rights Cases ↗arXiv:2608.17168 · no summary yetAmogh Raina et al.2026

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