Marius Mosbach

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 41

Top Topics

Weakly Supervised Learning

Top Venues

Publications

Marius Mosbach, Vagrant Gautam, Tomás Vergara-Browne, Dietrich Klakow, Mor Geva
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP. CoRR (2024)
Paloma García-de-Herreros, Vagrant Gautam, Philipp Slusallek, Dietrich Klakow, Marius Mosbach
What explains the success of cross-modal fine-tuning with ORCA? CoRR (2024)
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. ACL (Findings) (2024)
Parishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach, Dzmitry Bahdanau, Nicolas Chapados, Siva Reddy
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders. CoRR (2024)
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba O. Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. CoRR (2024)
Jesujoba Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva
The Hidden Space of Transformer Language Adapters. ACL (1) (2024)
Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. CoRR (2024)
Jesujoba O. Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva
The Hidden Space of Transformer Language Adapters. CoRR (2024)
Julius Steuer, Marius Mosbach, Dietrich Klakow
Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures. CoRR (2023)
Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. ACL (Findings) (2023)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Weaker Than You Think: A Critical Look at Weakly Supervised Learning. ACL (1) (2023)
Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Weaker Than You Think: A Critical Look atWeakly Supervised Learning. CoRR (2023)
Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. CoRR (2023)
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning. COLING (2022)
Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. NAACL-HLT (2022)
Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. CoRR (2022)
Vilém Zouhar, Marius Mosbach, Dietrich Klakow
Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models. CoRR (2022)
Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access. CoRR (2022)
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages. CoRR (2022)
Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow
Knowledge Base Index Compression via Dimensionality and Precision Reduction. CoRR (2022)
Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes. CoRR (2022)
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg
Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions. CoRR (2022)
Ekaterina Saveleva, Volha Petukhova, Marius Mosbach, Dietrich Klakow
Graph-based Argument Quality Assessment. RANLP (2021)
Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. ICLR (2021)
Marius Mosbach, Irina Stenger, Tania Avgustinova, Bernd Möbius, Dietrich Klakow
incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages. RANLP (2021)
Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. Interspeech (2021)
Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. CoRR (2021)
Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow
On the Security Relevance of Initial Weights in Deep Neural Networks. ICANN (1) (2020)
Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. CoRR (2020)
Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. EMNLP (Findings) (2020)
Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. COLING (2020)
Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers. CoRR (2020)
Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. BlackboxNLP@EMNLP (2020)
Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow
Fusion Models for Improved Image Captioning. ICPR Workshops (6) (2020)
Aditya Mogadala, Marius Mosbach, Dietrich Klakow
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation. CoRR (2020)
Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. CoRR (2020)
Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow
Fusion Models for Improved Visual Captioning. CoRR (2020)
Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow
Adversarial Initialization - when your network performs the way I want. CoRR (2019)
Yuri Bizzoni, Marius Mosbach, Dietrich Klakow, Stefania Degaetano-Ortlieb
Some steps towards the generation of diachronic WordNets. NODALIDA (2019)
Marius Mosbach, Irina Stenger, Tania Avgustinova, Dietrich Klakow
incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages. RANLP (2019)
Marius Mosbach, Maksym Andriushchenko, Thomas Alexander Trost, Matthias Hein, Dietrich Klakow
Logit Pairing Methods Can Fool Gradient-Based Attacks. CoRR (2018)