Ilias Chalkidis

Ilias Chalkidis

Postdoc

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    1. 2024
    2. Udgivet

      On the Interplay between Fairness and Explainability

      Brandl, Stephanie, Bugliarello, Emanuele & Chalkidis, Ilias, 2024, arXiv.org, 15 s.

      Publikation: Working paper › Preprint

    3. 2023
    4. Udgivet

      An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text

      Kementchedjhieva, Yova Radoslavova & Chalkidis, Ilias, 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), s. 5828-5843 1 s. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    5. Udgivet

      Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning

      Saggau, D., Rezaei, M., Bischl, B. & Chalkidis, Ilias, 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), s. 12181-12190

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    6. Udgivet

      LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development

      Chalkidis, Ilias, Garneau, Nicolas, Søgaard, Anders, Goantă, C. & Katz, D. M., 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics (ACL), s. 15513-15535 23 s.

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    7. Udgivet

      Rather a Nurse than a Physician - Contrastive Explanations under Investigation

      Eberle, O., Chalkidis, Ilias, Cabello Piqueras, Laura & Brandl, Stephanie, 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), s. 6907-6920

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    8. Udgivet

      Textual Information and IPO Underpricing: A Machine Learning Approach

      Katsafados, A. G., Leledakis, G. N., Pyrgiotakis, E. G., Androutsopoulos, I., Chalkidis, Ilias & Fergadiotis, M., 2023, I: Journal of Financial Data Science. 5, 2, s. 100-135

      Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

    9. 2022
    10. Udgivet

      An Empirical Study on Cross-X Transfer for Legal Judgment Prediction

      Niklaus, J., Stürmer, M. & Chalkidis, Ilias, 2022, 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). Association for Computational Linguistics, s. 32–46

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    11. Udgivet

      Challenges and Strategies in Cross-Cultural NLP

      Hershcovich, Daniel, Frank, Stella Christina, Lent, H., de Lhoneux, M., Abdou, M., Brandl, Stephanie, Bugliarello, Emanuele, Cabello Piqueras, Laura, Chalkidis, Ilias, Cui, Ruixiang, Fierro Mella, Constanza Catalina, Margatina, K., Rust, Phillip & Søgaard, Anders, 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (red.). Association for Computational Linguistics (ACL), Bind 1. s. 6997-7013

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    12. Udgivet

      FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing

      Chalkidis, Ilias, Pasini, T., Zhang, S., Tomada, L., Schwemer, Sebastian Felix & Søgaard, Anders, 2022, I: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022). 1, s. 4389-4406 18 s.

      Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

    13. Udgivet

      Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting

      Chalkidis, Ilias & Søgaard, Anders, 2022, FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022). ASSOC COMPUTATIONAL LINGUISTICS-ACL, s. 2441-2454 14 s.

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    14. Udgivet

      Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models

      Maroudas, S., Legkas, S., Malakasiotis, P. & Chalkidis, Ilias, 2022, NLLP 2022 - Natural Legal Language Processing Workshop 2022, Proceedings of the Workshop. Association for Computational Linguistics (ACL), s. 88-110 23 s.

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    15. Udgivet

      LexGLUE: A Benchmark Dataset for Legal Language Understanding in English

      Chalkidis, Ilias, Jana, A., Hartung, D., Bommarito, M., Androutsopoulos, I., Katz, D. M. & Aletras, N., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (red.). Association for Computational Linguistics, s. 4310-4330 (Proceedings of the Annual Meeting of the Association for Computational Linguistics, Bind 1).

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    16. Udgivet

      Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer

      Mamakas, D., Tsotsi, P., Androutsopoulos, I. & Chalkidis, Ilias, 2022, NLLP 2022 - Natural Legal Language Processing Workshop 2022, Proceedings of the Workshop. Association for Computational Linguistics (ACL), s. 130-142 13 s.

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    17. Udgivet

      Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification

      Xenouleas, S., Tsoukara, A., Panagiotakis, G., Chalkidis, Ilias & Androutsopoulos, I., 2022, Proceedings of the 12th Hellenic Conference on Artificial Intelligence, SETN 2022. Association for Computing Machinery, Inc., 8 s. 19. (ACM International Conference Proceeding Series).

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    18. Udgivet

      Revisiting Transformer-based Models for Long Document Classification

      Dai, X., Chalkidis, Ilias, Darkner, Sune & Elliott, Desmond, 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Association for Computational Linguistics, s. 7212–7230

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    19. 2021
    20. Udgivet

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

      Chalkidis, Ilias, Fergadiotis, M. & Androutsopoulos, I., 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, s. 6974-6996

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    ID: 283748289