Ilias Chalkidis

Ilias Chalkidis

Postdoc

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    1 - 10 out of 16Page size: 10
    1. 2021
    2. Published

      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, p. 6974-6996

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    3. 2022
    4. Published

      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, p. 32–46

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    5. Published

      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. (eds.). Association for Computational Linguistics (ACL), Vol. 1. p. 6997-7013

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    6. Published

      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, In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022). 1, p. 4389-4406 18 p.

      Research output: Contribution to journal › Conference article › Research › peer-review

    7. Published

      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, p. 2441-2454 14 p.

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    8. Published

      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), p. 88-110 23 p.

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    9. Published

      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. (eds.). Association for Computational Linguistics, p. 4310-4330 (Proceedings of the Annual Meeting of the Association for Computational Linguistics, Vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    10. Published

      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), p. 130-142 13 p.

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    11. Published

      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 p. 19. (ACM International Conference Proceeding Series).

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

    12. Published

      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, p. 7212–7230

      Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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