Joel Niklaus
20 papers · 2021–2026 · 9 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (3) ๐งญ Keyword Pioneer ๐ Interdisciplinary Bridge ๐ Conference Polyglot (9) ๐ Renaissance Researcher (8)
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Renaissance Researcher
(8)
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Taxonomy Completionist
(39)
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Keyword Champion
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Dynamic Duo
(11)
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Mega-Team
(57)
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Prolific Year
(5)
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Keyword Collector
(64)
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Century Club
(19)
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Unstoppable
(5)
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The Questioner
(2)
Conferences
ACL (6)
EMNLP (5)
COLING (2)
NAACL (2)
AACL (1)
EACL (1)
ICLR (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
text classification
(5)
large language model
(5)
legal judgment prediction
(5)
legal nlp
(4)
machine translation
(4)
multilingual nlp
(4)
natural language understanding
(3)
language model
(3)
cross-lingual transfer
(3)
domain adaptation
(3)
multilingual processing
(2)
legal text classification
(2)
named entity recognition
(2)
legal reasoning
(2)
legal text
(2)
multilingual language model
(2)
benchmark evaluation
(2)
cross-domain transfer
(2)
adapter-based fine-tuning
(2)
legal document
(2)
Papers
Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization
ACL 2026
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland
EMNLP 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
ICLR 2025
SwiLTra-Bench: The Swiss Legal Translation Benchmark
ACL 2025
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
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain
NAACL 2025
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
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text
EACL 2024
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models in Court Decisions
NAACL 2024
MultiLegalPile: A 689GB Multilingual Legal Corpus
ACL 2024
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
NIPS 2023
Can we Pretrain a SotA Legal Language Model on a Budget From Scratch?
ACL 2023
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain
EMNLP 2023
Automatic Anonymization of Swiss Federal Supreme Court Rulings
EMNLP 2023
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction
IJCNLP 2022
ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US
EMNLP 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction
AACL 2022
Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark
EMNLP 2021