Marius Mosbach

On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines

Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow · arXiv (Cornell University) · 2020 · 211 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +21

Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation

Marius Mosbach, Tiago Pimentel, Shauli Ravfogel et al. · 2023 · 60 citations · Full text

Artificial Intelligence, Few-shot Learning, Llm Fine-tuning +21

On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines

Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2021 · 51 citations · Full text

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning

Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach et al. · arXiv (Cornell University) · 2022 · 51 citations · Full text

Llm Fine-tuning, Engineering, Cross-lingual Representation +20

Logit Pairing Methods Can Fool Gradient-Based Attacks

Marius Mosbach, Maksym Andriushchenko, Thomas Alexander Trost et al. · arXiv (Cornell University) · 2018 · 46 citations · Full text

Artificial Intelligence, Adversarial Logit Pairing, Engineering +16