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updated publications with buttons
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Signed-off-by: Joel Niklaus <me@joelniklaus.ch>
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JoelNiklaus committed Mar 25, 2024
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50 changes: 31 additions & 19 deletions _pages/publications.md
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title: Publications
---

<!--- TODO: add buttons for hf datasets, presentations, paper link etc. -->

For a complete, up-to-date list, please find me
on [Google Scholar](https://scholar.google.com/citations?user=qJ8iricAAAAJ).

<!-- This feels a bit weird
## Posters
* BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch? @ **Efficient Natural Language and Speech Processing Workshop (ENLSP) @ Neural Information Processing Systems (NeurIPS)**, 2nd December 2022, New Orleans ([Poster](https://zenodo.org/record/7828790))
* ESRA: An End-to-End System for Re-Identification and Anonymization of Swiss Court Decisions @ **Doctoral Consortium International Conference for Artificial Intelligence and Law (ICAIL)**, online, 25th June 2021
* ESRA: An End-to-End System for Re-Identification and Anonymization of Swiss Court Decisions @ **Bern Data Science Day**, 23th April 2021, Bern, online ([Poster](https://zenodo.org/record/4749467))
* SCRC: Swiss Court Ruling Corpus @ **Bern Data Science Day**, 23th April 2021, Bern, online ([Poster](https://zenodo.org/record/4749485))
* Challenging Human Supremacy: Evaluating Monte Carlo Tree Search and Deep Learning for the Trick Taking Card Game Jass @ **AAAI Workshop on Reinforcement Learning in Games (RLG)**, February 2020 ([Poster](https://zenodo.org/record/5769551))
<a href="https://github.com/JoelNiklaus" target="_blank" type="button" class="btn"><i class="fa-solid fa-person-chalkboard"></i> Slides</a>
<a href="https://github.com/JoelNiklaus" target="_blank" type="button" class="btn"><i class="fa-brands fa-slideshare"></i> Poster</a>
<a href="https://github.com/JoelNiklaus" target="_blank" type="button" class="btn"><i class="fa-solid fa-person-chalkboard"></i> Poster</a>
-->


* Dor Bernsohn, Gil Semo, Yaron Vazana, Gila Hayat, Ben Hagag, **Joel Niklaus**, Rohit Saha, Kyryl Truskovskyi "LegalLens:
Leveraging LLMs for Legal Violation Identification in Unstructured Text" - Conference of the European Chapter of the
Association for Computational Linguistics (**EACL**) 2024
* Dor Bernsohn, Gil Semo, Yaron Vazana, Gila Hayat, Ben Hagag, **Joel Niklaus**, Rohit Saha, Kyryl Truskovskyi,
"LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text" -
Conference of the European Chapter of the Association for Computational Linguistics (**EACL**) 2024
<a href="https://arxiv.org/abs/2402.04335" target="_blank" type="button" class="btn"><i class="fa-solid fa-book"></i> Article</a>
<a href="https://github.com/darrow-labs/LegalLens" target="_blank" type="button" class="btn"><i class="fa-brands fa-github"></i> Code</a>
<a href="https://huggingface.co/darrow-ai" target="_blank" type="button" class="btn">🤗 Dataset</a>
* **Joel Niklaus**, Magda Chodup, Thomas Lüthi, Daniel Kettiger, "Re-Identifizierung in Gerichtsurteilen mit Simap
Daten" - Pre-Print
* Santosh T.Y.S.S, Nina Baumgartner, Matthias Stürmer, Matthias Grabmair, **Joel Niklaus**, "Towards Explainability and
Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset" - Natural Legal Language Processing
Workshop (**NLLP**) @ International Conference on Empirical Methods in Natural Language Processing (**EMNLP**)
<a href="https://huggingface.co/collections/joelniklaus/legallens-datasets-6601a17a92e663923265c845" target="_blank" type="button" class="btn">🤗 Dataset</a>
* **Joel Niklaus**, Magda Chodup, Thomas Lüthi, Daniel Kettiger,
"Re-Identifizierung in Gerichtsurteilen mit Simap Daten" - Pre-Print
<a href="https://zenodo.org/records/10032009" target="_blank" type="button" class="btn"><i class="fa-solid fa-book"></i> Article</a>
* Santosh T.Y.S.S, Nina Baumgartner, Matthias Stürmer, Matthias Grabmair, **Joel Niklaus**,
"Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset" -
Natural Legal Language Processing Workshop (**NLLP**) @ International Conference on Empirical Methods in Natural Language Processing (**EMNLP**)
2023, Joint International Conference on Computational Linguistics, Language Resources and Evaluation (**LREC-COLING**)
2024 [Slides](https://docs.google.com/presentation/d/19x5Kin1k2V5VJYqQnIp2_jv-92hSQMLFoQtOGw46vII/edit?usp=sharing)
* **Joel Niklaus**, Robin Mamié, Matthias Stürmer, Daniel Brunner, Marcel Gygli, "Automatic Anonymization of Swiss
Federal Supreme Court Rulings" - Natural Legal Language Processing Workshop (**NLLP**) @ International Conference on
Empirical Methods in Natural Language Processing (**EMNLP**)
2023 [Slides](https://docs.google.com/presentation/d/17zBuTRlS71r61H6nxIfd1SiBwLT28DXbL_ycp3cE4gw/edit?usp=sharing)
2024
<a href="https://arxiv.org/abs/2402.17013" target="_blank" type="button" class="btn"><i class="fa-solid fa-book"></i> Article</a>
<a href="https://huggingface.co/collections/joelniklaus/explainability-datasets-6601a0ffa4bca9c75dbc57b0" target="_blank" type="button" class="btn">🤗 Dataset</a>
<a href="https://docs.google.com/presentation/d/19x5Kin1k2V5VJYqQnIp2_jv-92hSQMLFoQtOGw46vII/edit?usp=sharing" target="_blank" type="button" class="btn"><i class="fa-brands fa-slideshare"></i> Slides</a>
* **Joel Niklaus**, Robin Mamié, Matthias Stürmer, Daniel Brunner, Marcel Gygli,
"Automatic Anonymization of Swiss Federal Supreme Court Rulings" -
Natural Legal Language Processing Workshop (**NLLP**) @ International Conference on Empirical Methods in Natural Language Processing (**EMNLP**)
2023
<a href="https://docs.google.com/presentation/d/17zBuTRlS71r61H6nxIfd1SiBwLT28DXbL_ycp3cE4gw/edit?usp=sharing" target="_blank" type="button" class="btn"><i class="fa-brands fa-slideshare"></i> Slides</a>
* Ramona Christen, Anastassia Shaitarova, Matthias Stürmer, **Joel Niklaus**, "Resolving Legalese: A Multilingual
Exploration of Negation Scope Resolution in Legal Documents" - Natural Legal Language Processing Workshop (**NLLP**) @
International Conference on Empirical Methods in Natural Language Processing (**EMNLP**), Joint International
Conference on Computational Linguistics, Language Resources and Evaluation (**LREC-COLING**) 2024
2023 [Slides](https://docs.google.com/presentation/d/1nHxZUuzFmrdcbo8l-hGfeapl9ku5xKLrRcrZAR_CbbA/edit?usp=sharing)
2023
<a href="https://docs.google.com/presentation/d/1nHxZUuzFmrdcbo8l-hGfeapl9ku5xKLrRcrZAR_CbbA/edit?usp=sharing" target="_blank" type="button" class="btn"><i class="fa-brands fa-slideshare"></i> Slides</a>
* Neel Guha, Julian Nyarko, Daniel E Ho, Christopher Ré, Adam Chilton, Aditya Narayana, Alex Chohlas-Wood, Austin
Peters, Brandon Waldon, Daniel N Rockmore, Diego Zambrano, Dmitry Talisman, Enam Hoque, Faiz Surani, Frank Fagan,
Galit Sarfaty, Gregory M Dickinson, Haggai Porat, Jason Hegland, Jessica Wu, Joe Nudell, **Joel Niklaus**, John Nay,
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* Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark @ **Digitale Texte im Dialog, Digital Humanities, University of Bern**, Bern & online, 20th of October 2021 ([Slides](https://docs.google.com/presentation/d/1Q2Dy8MQk0j4_hOFOTL3fN8WbCD8WCtGH2j8D-Sf_ubc/edit?usp=sharing), [NLP Basics Colab](https://colab.research.google.com/drive/1mH87XpAV01Jgan5meg8aus6WL0XL64Zw?usp=sharing), [NLP Training NER Colab](https://colab.research.google.com/drive/1fQ-vghTxWfN9MG4tr2qcu_yVN5lX3XO5?usp=sharing))
* Pediatric Boneage Prediction @ **PyData Zürich**, Zürich, November 2018 ([GitHub Repository](https://github.com/lukaszbinden/pediatric-bone-age-prediction))

<!-- This feels a bit weird
## Posters
* BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch? @ **Efficient Natural Language and Speech Processing Workshop (ENLSP) @ Neural Information Processing Systems (NeurIPS)**, 2nd December 2022, New Orleans ([Poster](https://zenodo.org/record/7828790))
* ESRA: An End-to-End System for Re-Identification and Anonymization of Swiss Court Decisions @ **Doctoral Consortium International Conference for Artificial Intelligence and Law (ICAIL)**, online, 25th June 2021
* ESRA: An End-to-End System for Re-Identification and Anonymization of Swiss Court Decisions @ **Bern Data Science Day**, 23th April 2021, Bern, online ([Poster](https://zenodo.org/record/4749467))
* SCRC: Swiss Court Ruling Corpus @ **Bern Data Science Day**, 23th April 2021, Bern, online ([Poster](https://zenodo.org/record/4749485))
* ESRA: An End-to-End System for Re-identification and Anonymization for Swiss Court Rulings @ **Advanced Language Processing Winter School (ALPS) 2021**, January 2021
* Challenging Human Supremacy: Evaluating Monte Carlo Tree Search and Deep Learning for the Trick Taking Card Game Jass @ **AAAI Workshop on Reinforcement Learning in Games (RLG)**, February 2020 ([Poster](https://zenodo.org/record/5769551))
* Comparing Learning and Search Algorithms in the Swiss Card Game Jass @ **Applied Machine Learning Days (AMLD)**, January 2020
-->

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