Ilias Chalkidis
Orcid: 0000-0002-0706-7772
According to our database1,
Ilias Chalkidis
authored at least 50 papers
between 2017 and 2024.
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Bibliography
2024
Breaking the Manual Annotation Bottleneck: Creating a Comprehensive Legal Case Criticality Dataset through Semi-Automated Labeling.
CoRR, 2024
Attention-Driven Dropout: A Simple Method to Improve Self-supervised Contrastive Sentence Embeddings.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
Llama meets EU: Investigating the European political spectrum through the lens of LLMs.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Hyperbolic Contrastive Learning for Document Representations - A Multi-View Approach with Paragraph-level Similarities.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
ChatGPT may Pass the Bar Exam soon, but has a Long Way to Go for the LexGLUE benchmark.
CoRR, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification.
CoRR, 2022
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 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, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models.
Proceedings of the Natural Legal Language Processing Workshop, 2022
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer.
Proceedings of the Natural Legal Language Processing Workshop, 2022
2021
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Proceedings of the Natural Legal Language Processing Workshop 2021, 2021
Proceedings of the Natural Legal Language Processing Workshop 2021, 2021
2020
Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations.
Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, 2020
2019
CoRR, 2019
Deep learning in law: early adaptation and legal word embeddings trained on large corpora.
Artif. Intell. Law, 2019
Towards a Decentralized, Trusted, Intelligent and Linked Public Sector: A Report from the Greek Trenches.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Proceedings of the Legal Knowledge and Information Systems, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
Proceedings of the Legal Knowledge and Information Systems, 2017
Proceedings of the 16th edition of the International Conference on Artificial Intelligence and Law, 2017
Proceedings of the Semantic Web - 14th International Conference, 2017