Ilias Chalkidis

Ilias Chalkidis

Postdoc

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    1 - 10 out of 16Page size: 10
    1. 2024
    2. Published

      On the Interplay between Fairness and Explainability

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

      Research output: Working paper › Preprint › Research

    3. 2023
    4. Published

      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), p. 15513-15535 23 p.

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

    5. Published

      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), p. 6907-6920

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

    6. Published

      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, In: Journal of Financial Data Science. 5, 2, p. 100-135

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

    7. Published

      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), p. 5828-5843 1 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

    8. Published

      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), p. 12181-12190

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

    9. 2022
    10. 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

    11. 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

    12. 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

    13. 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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