Ilias Chalkidis
34 papers · 2018–2026 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (61) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Research topics
Natural Language Processing
(27)
Machine Learning
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Applications
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Artificial Intelligence
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Deep Learning
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Core AI
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Resources & Methods
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Models
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Keywords
text classification
(13)
multi-label classification
(8)
legal text classification
(5)
transformer model
(5)
zero-shot learning
(5)
language model
(4)
legal text
(4)
domain adaptation
(4)
multilingual nlp
(4)
legal nlp
(4)
large language model
(3)
legal judgment prediction
(3)
few-shot learning
(3)
legal document
(3)
natural language understanding
(3)
word embedding
(2)
pre-trained language model
(2)
multi-label text classification
(2)
document classification
(2)
efficient computing
(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
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024
EMNLP 2024
Llama meets EU: Investigating the European political spectrum through the lens of LLMs
NAACL 2024
MultiLegalPile: A 689GB Multilingual Legal Corpus
ACL 2024
On the Interplay between Fairness and Explainability
NAACL 2024
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
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development
ACL 2023
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain
EMNLP 2023
Rather a Nurse than a Physician - Contrastive Explanations under Investigation
EMNLP 2023
Regulation and NLP (RegNLP): Taming Large Language Models
EMNLP 2023
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction
AACL 2022
Challenges and Strategies in Cross-Cultural NLP
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
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting
ACL 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
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
ACL 2022
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer
EMNLP 2022
Revisiting Transformer-based Models for Long Document Classification
EMNLP 2022
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer
EMNLP 2021
Multi-granular Legal Topic Classification on Greek Legislation
EMNLP 2021
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases
NAACL 2021
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations
EACL 2021
Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark
EMNLP 2021
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels
EMNLP 2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations
EMNLP 2020
LEGAL-BERT: The Muppets straight out of Law School
EMNLP 2020
Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation
NAACL 2019
Large-Scale Multi-Label Text Classification on EU Legislation
ACL 2019
Neural Legal Judgment Prediction in English
ACL 2019
Obligation and Prohibition Extraction Using Hierarchical RNNs
ACL 2018