Ilias Chalkidis
Postdoc
- 2024
- Published
- 2023
- 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
- 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. 12181-12190Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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
- 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. 6907-6920Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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. 100-135Research output: Contribution to journal › Journal article › Research › peer-review
- 2022
- 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
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
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
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
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
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
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
- 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
- 2021
- 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. 6974-6996Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
ID: 283748289
Most downloads
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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 -
27
downloads
Challenges and Strategies in Cross-Cultural NLP
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Published -
16
downloads
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Published