Marius Mosbach

According to our database, Marius Mosbach authored at least 32 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders.

Parishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach, Dzmitry Bahdanau, Nicolas Chapados, Siva Reddy

CoRR, 2024

What explains the success of cross-modal fine-tuning with ORCA?

Paloma García-de-Herreros, Vagrant Gautam, Philipp Slusallek, Dietrich Klakow, Marius Mosbach

CoRR, 2024

From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP.

Marius Mosbach, Vagrant Gautam, Tomás Vergara Browne, Dietrich Klakow, Mor Geva

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis.

Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning.

Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

The Hidden Space of Transformer Language Adapters.

Jesujoba Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures.

Julius Steuer, Marius Mosbach, Dietrich Klakow

CoRR, 2023

Weaker Than You Think: A Critical Look atWeakly Supervised Learning.

Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow

CoRR, 2023

Weaker Than You Think: A Critical Look at Weakly Supervised Learning.

Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

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

Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models.

Vilém Zouhar, Marius Mosbach, Dietrich Klakow

CoRR, 2022

Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions.

Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg

CoRR, 2022

StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes.

Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow

CoRR, 2022

Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages.

Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow

CoRR, 2022

Knowledge Base Index Compression via Dimensionality and Precision Reduction.

Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow

CoRR, 2022

Artefact Retrieval: Overview of NLP Models with Knowledge Base Access.

Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow

CoRR, 2022

MCSE: Multimodal Contrastive Learning of Sentence Embeddings.

Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

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

Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Graph-based Argument Quality Assessment.

Ekaterina Saveleva, Volha Petukhova, Marius Mosbach, Dietrich Klakow

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages.

Marius Mosbach, Irina Stenger, Tania Avgustinova, Bernd Möbius, Dietrich Klakow

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study.

Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

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

Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Fusion Models for Improved Visual Captioning.

Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow

CoRR, 2020

Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation.

Aditya Mogadala, Marius Mosbach, Dietrich Klakow

CoRR, 2020

Fusion Models for Improved Image Captioning.

Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

On the Security Relevance of Initial Weights in Deep Neural Networks.

Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English.

Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow

Proceedings of the 28th International Conference on Computational Linguistics, 2020

On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers.

Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow

Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

2019

Adversarial Initialization - when your network performs the way I want.

Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow

CoRR, 2019

incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages.

Marius Mosbach, Irina Stenger, Tania Avgustinova, Dietrich Klakow

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Some steps towards the generation of diachronic WordNets.

Yuri Bizzoni, Marius Mosbach, Dietrich Klakow, Stefania Degaetano-Ortlieb

Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa 2019, Turku, Finland, September 30, 2019

2018

Logit Pairing Methods Can Fool Gradient-Based Attacks.

Marius Mosbach, Maksym Andriushchenko, Thomas Alexander Trost, Matthias Hein, Dietrich Klakow

CoRR, 2018