← Authors

Ilias Chalkidis

35 papers · 2018–2026 · 6 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (6) πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (68) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🀝 Dynamic Duo (11) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (19) 🧬 Topic Evolution ❓ The Questioner πŸ“ˆ Trend Setter ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (161) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (33)

Conferences

ACL (13) EMNLP (13) NAACL (4) EACL (3) AACL (1) IJCNLP (1)

Top co-authors

Ion Androutsopoulos (11) Prodromos Malakasiotis (9) Nikolaos Aletras (7) Matthias StΓΌrmer (6) Joel Niklaus (6) Manos Fergadiotis (6) Stephanie Brandl (5) Anders SΓΈgaard (4) Catalina Goanta (2) Daniel Hershcovich (2)

Research topics

Understanding (1) Linguistics (1)

Keywords

text classification (13) multi-label classification (7) zero-shot learning (5) legal text classification (5) legal nlp (5) transformer model (5) legal text (4) domain adaptation (4) language model (4) legal judgment prediction (4) multilingual nlp (4) natural language understanding (3) large language model (3) few-shot learning (3) legal document (3) cross-lingual transfer (3) word embedding (2) benchmark dataset (2) multi-label text classification (2) instruction tuning (2)

Papers

Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump’s Presidential Campaigns EACL 2026
When Do Language Models Endorse Limitations on Human Rights Principles? EACL 2026
From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ACL 2025
On the Interplay between Fairness and Explainability NAACL 2024
MultiLegalPile: A 689GB Multilingual Legal Corpus ACL 2024
Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024 EMNLP 2024
Rather a Nurse than a Physician - Contrastive Explanations under Investigation EMNLP 2023
Regulation and NLP (RegNLP): Taming Large Language Models EMNLP 2023
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development ACL 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ACL 2023
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning ACL 2023
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain EMNLP 2023
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction AACL 2022
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English ACL 2022
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ACL 2022
FiNER: Financial Numeric Entity Recognition for XBRL Tagging ACL 2022
Challenges and Strategies in Cross-Cultural NLP ACL 2022
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting ACL 2022
Revisiting Transformer-based Models for Long Document Classification EMNLP 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer EMNLP 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction IJCNLP 2022
Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark EMNLP 2021
Multi-granular Legal Topic Classification on Greek Legislation EMNLP 2021
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations EACL 2021
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases NAACL 2021
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations EMNLP 2020
LEGAL-BERT: The Muppets straight out of Law School EMNLP 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020
Large-Scale Multi-Label Text Classification on EU Legislation ACL 2019
Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation NAACL 2019
Neural Legal Judgment Prediction in English ACL 2019
Obligation and Prohibition Extraction Using Hierarchical RNNs ACL 2018