Ilias Chalkidis
Postdoc
- 2022
- 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
- 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
- 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
- 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. 7212–7230Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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. 6997-7013Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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
- 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
- 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. 32–46Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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
ID: 283748289
Most downloads
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37
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Revisiting Transformer-based Models for Long Document Classification
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Published -
28
downloads
Challenges and Strategies in Cross-Cultural NLP
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Published -
18
downloads
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Published