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Marius Mosbach
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2020 – today
- 2024
- [c19]Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow:
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. ACL (Student Research Workshop) 2024: 264-279 - [c18]Jesujoba Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva:
The Hidden Space of Transformer Language Adapters. ACL (1) 2024: 6588-6607 - [c17]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: 7342-7371 - [c16]Marius Mosbach, Vagrant Gautam, Tomás Vergara Browne, Dietrich Klakow, Mor Geva:
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP. EMNLP 2024: 3078-3105 - [i24]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 abs/2402.12976 (2024) - [i23]Jesujoba O. Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva:
The Hidden Space of Transformer Language Adapters. CoRR abs/2402.13137 (2024) - [i22]Paloma García-de-Herreros, Vagrant Gautam, Philipp Slusallek, Dietrich Klakow, Marius Mosbach:
What explains the success of cross-modal fine-tuning with ORCA? CoRR abs/2403.13537 (2024) - [i21]Parishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach, Dzmitry Bahdanau, Nicolas Chapados, Siva Reddy:
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders. CoRR abs/2404.05961 (2024) - [i20]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 abs/2406.12618 (2024) - [i19]Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow:
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. CoRR abs/2407.16245 (2024) - 2023
- [c15]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: 12284-12314 - [c14]Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow:
Weaker Than You Think: A Critical Look at Weakly Supervised Learning. ACL (1) 2023: 14229-14253 - [i18]Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar:
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. CoRR abs/2305.16938 (2023) - [i17]Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow:
Weaker Than You Think: A Critical Look atWeakly Supervised Learning. CoRR abs/2305.17442 (2023) - [i16]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 abs/2311.04547 (2023) - 2022
- [c13]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: 4336-4349 - [c12]Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow:
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. NAACL-HLT 2022: 5959-5969 - [i15]Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow:
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access. CoRR abs/2201.09651 (2022) - [i14]Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow:
Knowledge Base Index Compression via Dimensionality and Precision Reduction. CoRR abs/2204.02906 (2022) - [i13]Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow:
Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages. CoRR abs/2204.06487 (2022) - [i12]Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow:
MCSE: Multimodal Contrastive Learning of Sentence Embeddings. CoRR abs/2204.10931 (2022) - [i11]Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow:
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes. CoRR abs/2205.14036 (2022) - [i10]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 abs/2207.14251 (2022) - [i9]Vilém Zouhar, Marius Mosbach, Dietrich Klakow:
Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models. CoRR abs/2208.02402 (2022) - 2021
- [c11]Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow:
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. ICLR 2021 - [c10]Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius
, Dietrich Klakow:
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. Interspeech 2021: 4194-4198 - [c9]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: 968-977 - [c8]Ekaterina Saveleva, Volha Petukhova, Marius Mosbach, Dietrich Klakow:
Graph-based Argument Quality Assessment. RANLP 2021: 1268-1280 - [i8]Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow:
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. CoRR abs/2106.08686 (2021) - 2020
- [c7]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: 68-82 - [c6]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: 771-787 - [c5]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: 2502-2516 - [c4]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: 3-14 - [c3]Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Fusion Models for Improved Image Captioning. ICPR Workshops (6) 2020: 381-395 - [i7]Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow:
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. CoRR abs/2006.04884 (2020) - [i6]Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation. CoRR abs/2007.06077 (2020) - [i5]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 abs/2010.02616 (2020) - [i4]Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Fusion Models for Improved Visual Captioning. CoRR abs/2010.15251 (2020) - [i3]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 abs/2011.00960 (2020)
2010 – 2019
- 2019
- [c2]Yuri Bizzoni, Marius Mosbach, Dietrich Klakow, Stefania Degaetano-Ortlieb:
Some steps towards the generation of diachronic WordNets. NODALIDA 2019: 55-64 - [c1]Marius Mosbach, Irina Stenger, Tania Avgustinova, Dietrich Klakow:
incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages. RANLP 2019: 810-818 - [i2]Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow:
Adversarial Initialization - when your network performs the way I want. CoRR abs/1902.03020 (2019) - 2018
- [i1]Marius Mosbach, Maksym Andriushchenko, Thomas Alexander Trost, Matthias Hein, Dietrich Klakow:
Logit Pairing Methods Can Fool Gradient-Based Attacks. CoRR abs/1810.12042 (2018)
Coauthor Index
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