Ilias Chalkidis
35 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (6) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Academic Marathon (7)
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Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(12)
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Dynamic Duo
(11)
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Keyword Champion
(2)
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(19)
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Topic Evolution
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The Questioner
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Trend Setter
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Prolific Year
(5)
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Keyword Collector
(161)
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Unstoppable
(8)
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Century Club
(33)
Conferences
ACL (13)
EMNLP (13)
NAACL (4)
EACL (3)
AACL (1)
IJCNLP (1)
Top co-authors
Research topics
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 Trumpโs 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