Marius Mosbach

56 papers A* 2A 1B 2Misc 3Journal 36Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CLaS-Bench: A Cross-Lingual Alignment and Steering Benchmark. CoRR Daniil Gurgurov, Yusser Al Ghussin, Tanja Baeumel, Cheng-Ting Chou, Patrick Schramowski, Marius Mosbach, Josef van Genabith, Simon Ostermann
2026	J	`jnl`	DeepSeek-R1 Thoughtology: Let's think about LLM reasoning. Trans. Mach. Learn. Res. Sara Vera Marjanovic, Arkil Patel, Vaibhav Adlakha, Milad Aghajohari, Parishad BehnamGhader, Mehar Bhatia, Aditi Khandelwal, Austin Kraft, Benno Krojer, Xing Han Lù, Nicholas Meade, Dongchan Shin, Amirhossein Kazemnejad, Gaurav Kamath, Marius Mosbach, Karolina Stanczak, Siva Reddy
2026	J	`jnl`	LLM2Vec-Gen: Generative Embeddings from Large Language Models. CoRR Parishad BehnamGhader, Vaibhav Adlakha, Fabian David Schmidt, Nicolas Chapados, Marius Mosbach, Siva Reddy
2026	J	`jnl`	LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs. CoRR Benno Krojer, Shravan Nayak, Oscar Mañas, Vaibhav Adlakha, Desmond Elliott, Siva Reddy, Marius Mosbach
2026	J	`jnl`	Operationalising the Superficial Alignment Hypothesis via Task Complexity. CoRR Tomás Vergara Browne, Darshan Patil, Ivan Titov, Siva Reddy, Tiago Pimentel, Marius Mosbach
2025	J	`jnl`	Build the web for agents, not agents for the web. CoRR Xing Han Lù, Gaurav Kamath, Marius Mosbach, Siva Reddy
2025	J	`jnl`	DeepSeek-R1 Thoughtology: Let's about LLM Reasoning. CoRR Sara Vera Marjanovic, Arkil Patel, Vaibhav Adlakha, Milad Aghajohari, Parishad BehnamGhader, Mehar Bhatia, Aditi Khandelwal, Austin Kraft, Benno Krojer, Xing Han Lù, Nicholas Meade, Dongchan Shin, Amirhossein Kazemnejad, Gaurav Kamath, Marius Mosbach, Karolina Stanczak, Siva Reddy
2025	J	`jnl`	Do Generalisation Results Generalise? CoRR Matteo Boglioni, Andrea Sgobbi, Gabriel Tavernini, Francesco Rita, Marius Mosbach, Tiago Pimentel
2025	J	`jnl`	LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations. CoRR Daniela Gottesman, Alon Gilae-Dotan, Ido Cohen, Yoav Gur-Arieh, Marius Mosbach, Ori Yoran, Mor Geva
2025	J	`jnl`	Not All Data Are Unlearned Equally. CoRR Aravind Krishnan, Siva Reddy, Marius Mosbach
2025	—	`conf`	Understanding the Influence of Synthetic Data for Text Embedders. ACL (Findings) Jacob Mitchell Springer, Vaibhav Adlakha, Siva Reddy, Aditi Raghunathan, Marius Mosbach
2025	J	`jnl`	Understanding the Influence of Synthetic Data for Text Embedders. CoRR Jacob Mitchell Springer, Vaibhav Adlakha, Siva Reddy, Aditi Raghunathan, Marius Mosbach
2025	J	`jnl`	Value Drifts: Tracing Value Alignment During LLM Post-Training. CoRR Mehar Bhatia, Shravan Nayak, Gaurav Kamath, Marius Mosbach, Karolina Stanczak, Vered Shwartz, Siva Reddy
2024	—	`conf`	Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. ACL (Student Research Workshop) Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow
2024	J	`jnl`	Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning. CoRR Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow
2024	A*	`conf`	From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP. EMNLP Marius Mosbach, Vagrant Gautam, Tomás Vergara Browne, Dietrich Klakow, Mor Geva
2024	J	`jnl`	From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP. CoRR Marius Mosbach, Vagrant Gautam, Tomás Vergara Browne, Dietrich Klakow, Mor Geva
2024	J	`jnl`	LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders. CoRR Parishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach, Dzmitry Bahdanau, Nicolas Chapados, Siva Reddy
2024	—	`conf`	The Hidden Space of Transformer Language Adapters. ACL (1) Jesujoba Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva
2024	J	`jnl`	The Hidden Space of Transformer Language Adapters. CoRR Jesujoba O. Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva
2024	—	`conf`	The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. ACL (Findings) Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
2024	J	`jnl`	The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. CoRR Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba O. Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach
2024	J	`jnl`	What explains the success of cross-modal fine-tuning with ORCA? CoRR Paloma García-de-Herreros, Vagrant Gautam, Philipp Slusallek, Dietrich Klakow, Marius Mosbach
2023	—	`conf`	Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. ACL (Findings) Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar
2023	J	`jnl`	Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation. CoRR Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar
2023	J	`jnl`	Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures. CoRR Julius Steuer, Marius Mosbach, Dietrich Klakow
2023	—	`conf`	Weaker Than You Think: A Critical Look at Weakly Supervised Learning. ACL (1) Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
2023	J	`jnl`	Weaker Than You Think: A Critical Look atWeakly Supervised Learning. CoRR Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
2022	B	`conf`	Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning. COLING Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
2022	J	`jnl`	Artefact Retrieval: Overview of NLP Models with Knowledge Base Access. CoRR Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow
2022	J	`jnl`	Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models. CoRR Vilém Zouhar, Marius Mosbach, Dietrich Klakow
2022	J	`jnl`	Knowledge Base Index Compression via Dimensionality and Precision Reduction. CoRR Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow
2022	—	`conf`	MCSE: Multimodal Contrastive Learning of Sentence Embeddings. NAACL-HLT Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
2022	J	`jnl`	MCSE: Multimodal Contrastive Learning of Sentence Embeddings. CoRR Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow
2022	J	`jnl`	Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions. CoRR Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg
2022	J	`jnl`	Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages. CoRR Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
2022	J	`jnl`	StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes. CoRR Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow
2021	A	`conf`	Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. Interspeech Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow
2021	J	`jnl`	Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study. CoRR Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow
2021	Misc	`conf`	Graph-based Argument Quality Assessment. RANLP Ekaterina Saveleva, Volha Petukhova, Marius Mosbach, Dietrich Klakow
2021	A*	`conf`	On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. ICLR Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow
2021	Misc	`conf`	incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages. RANLP Marius Mosbach, Irina Stenger, Tania Avgustinova, Bernd Möbius, Dietrich Klakow
2020	B	`conf`	A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. COLING Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow
2020	J	`jnl`	A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English. CoRR Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow
2020	—	`conf`	Fusion Models for Improved Image Captioning. ICPR Workshops (6) Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow
2020	J	`jnl`	Fusion Models for Improved Visual Captioning. CoRR Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow
2020	—	`conf`	On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. BlackboxNLP@EMNLP Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
2020	—	`conf`	On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. EMNLP (Findings) Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
2020	J	`jnl`	On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers. CoRR Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow
2020	—	`conf`	On the Security Relevance of Initial Weights in Deep Neural Networks. ICANN (1) Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow
2020	J	`jnl`	On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines. CoRR Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow
2020	J	`jnl`	Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation. CoRR Aditya Mogadala, Marius Mosbach, Dietrich Klakow
2019	J	`jnl`	Adversarial Initialization - when your network performs the way I want. CoRR Kathrin Grosse, Thomas Alexander Trost, Marius Mosbach, Michael Backes, Dietrich Klakow
2019	—	`conf`	Some steps towards the generation of diachronic WordNets. NODALIDA Yuri Bizzoni, Marius Mosbach, Dietrich Klakow, Stefania Degaetano-Ortlieb
2019	Misc	`conf`	incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages. RANLP Marius Mosbach, Irina Stenger, Tania Avgustinova, Dietrich Klakow
2018	J	`jnl`	Logit Pairing Methods Can Fool Gradient-Based Attacks. CoRR Marius Mosbach, Maksym Andriushchenko, Thomas Alexander Trost, Matthias Hein, Dietrich Klakow