Nathan Berger, M.A.

2024

1. Nathaniel Berger, Stefan Riezler, Miriam Exel and Matthias Huck

   Prompting Large Language Models with Human Error Markings for Self-Correcting Machine Translation

   Proceedings of the 25th Annual Conference of the European Association for Machine Translation, 2024

   pdf | bib

   @article{berger2024prompting,
     title = {Prompting Large Language Models with Human Error Markings for Self-Correcting Machine Translation},
     author = {Berger, Nathaniel and Riezler, Stefan and Exel, Miriam and Huck, Matthias},
     year = {2024},
     journal = {Proceedings of the 25th Annual Conference of the European Association for Machine Translation},
     url = {https://arxiv.org/pdf/2406.02267}
   }
   

2023

1. Nathaniel Berger, Miriam Exel, Matthias Huck and Stefan Riezler

   Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training

   Proceedings of the 24th Annual Conference of the European Association for Machine Translation, Tampere, Finland, 2023

   pdf | bib

   @inproceedings{berger2023enhancing,
     title = {Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training},
     author = {Berger, Nathaniel and Exel, Miriam and Huck, Matthias and Riezler, Stefan},
     journal = {Proceedings of the 24th Annual Conference of the European Association for Machine Translation},
     city = {Tampere},
     country = {Finland},
     year = {2023},
     url = {https://arxiv.org/abs/2307.08416}
   }
   

2021

1. Nathaniel Berger, Stefan Riezler, Artem Sokolov and Sebastian Ebert

   Don’t Search for a Search Method – Simple Heuristics Suffice for Adversarial Text Attacks

   Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), Punta Cana, Dominican Republic, 2021

   pdf | bib

   @inproceedings{berger2021,
     author = {Berger, Nathaniel and Riezler, Stefan and Sokolov, Artem and Ebert, Sebastian},
     title = {Don't Search for a Search Method -- Simple Heuristics Suffice for Adversarial Text Attacks},
     journal = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
     journal-abbrev = {EMNLP},
     year = {2021},
     city = {Punta Cana},
     country = {Dominican Republic},
     url = {https://arxiv.org/abs/2109.07926}
   }
   

2020

1. Mayumi Ohta, Nathaniel Berger, Artem Sokolov and Stefan Riezler

   Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization

   The 6th International Conference on Machine Learning, Optimization, and Data Science (LOD), Siena, Italy, 2020

   pdf | bib

   @article{ohta2020,
     author = {Ohta, Mayumi and Berger, Nathaniel and Sokolov, Artem and Riezler, Stefan},
     year = {2020},
     title = {Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization},
     journal = {The 6th International Conference on Machine Learning, Optimization, and Data Science},
     journal-abbrev = {LOD},
     city = {Siena, Italy},
     url = {https://arxiv.org/abs/2006.01759}
   }
   

2. Julia Kreutzer, Nathaniel Berger and Stefan Riezler

   Correct Me If You Can: Learning from Error Corrections and Markings

   Proceedings of the 22nd Annual Conference of the European Association for Machine Translation (EAMT), Lisbon, Portugal, 2020

   pdf | bib

   @article{kreutzer2020a,
     author = {Kreutzer, Julia and Berger, Nathaniel and Riezler, Stefan},
     year = {2020},
     title = {Correct Me If You Can: Learning from Error Corrections and Markings},
     journal = {Proceedings of the 22nd Annual Conference of the European Association for Machine Translation},
     journal-abbrev = {EAMT},
     city = {Lisbon, Portugal},
     url = {https://arxiv.org/abs/2004.11222}
   }