Joel Niklaus
19 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Natural Language Processing
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Keywords
large language model
(5)
text classification
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legal judgment prediction
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multilingual nlp
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legal nlp
(3)
language model
(3)
benchmark evaluation
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domain adaptation
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machine translation
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natural language understanding
(3)
legal benchmark
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named entity recognition
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cross-lingual transfer
(2)
multilingual processing
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legal document
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legal text
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multilingual language model
(2)
legal reasoning
(2)
legal text classification
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legal natural language processing
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Papers
Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization
ACL 2026
ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords
ACL 2025
From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence
ACL 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
ICLR 2025
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain
NAACL 2025
SwiLTra-Bench: The Swiss Legal Translation Benchmark
ACL 2025
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland
EMNLP 2025
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models in Court Decisions
NAACL 2024
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text
EACL 2024
MultiLegalPile: A 689GB Multilingual Legal Corpus
ACL 2024
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents
COLING 2024
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset
COLING 2024
Automatic Anonymization of Swiss Federal Supreme Court Rulings
EMNLP 2023
Can we Pretrain a SotA Legal Language Model on a Budget From Scratch?
ACL 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
NeurIPS 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
ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US
EMNLP 2022
Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark
EMNLP 2021