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Mosbach, Marius

  1. LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
    2024/04/09 by Parishad BehnamGhader, BehnamGhader, Parishad, Vaibhav Adlakha +9 · 3 voices · 77 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #cs.AI #cs.CL
  2. DeepSeek-R1 Thoughtology: Let's think about LLM Reasoning
    2025/04/02 by Sara Vera Marjanović, Marjanović, Sara Vera, Arkil Patel +31 · 4 voices · 24 citations
    #cs.CL
  3. On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
    2020/06/08 by Mosbach, Marius, Andriushchenko, Maksym, Klakow, Dietrich · 11 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation
    2023/05/26 by Marius Mosbach, Tiago Pimentel, Mosbach, Marius +7 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning
    2022/04/13 by Jesujoba O. Alabi, Alabi, Jesujoba O., David Ifeoluwa Adelani +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers
    2020/10/06 by Marius Mosbach, Mosbach, Marius, А В Хохлова +5 · 3 citations
    Computer Science · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  7. Not All Data Are Unlearned Equally
    2025/04/07 by Aravind Krishnan, Krishnan, Aravind, Siva Reddy +3 · 4 voices · 4 citations
    Computer Science · Decision Sciences · #Topic Modeling #Privacy-Preserving Technologies in Data #Data Quality and Management
  8. From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP
    2024/06/18 by Marius Mosbach, Mosbach, Marius, Vagrant Gautam +7 · 1 voice · 4 citations
    Computer Science · Health Professions · #Interpreting and Communication in Healthcare #Natural Language Processing Techniques #cs.CL
  9. StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes
    2022/05/27 by Awantee Deshpande, Deshpande, Awantee, Dana Ruiter +5 · 3 citations
    Social Sciences · #Religious Education and Schools #Terrorism, Counterterrorism, and Political Violence
  10. Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions
    2022/07/28 by Yanai Elazar, Nora Kassner, Elazar, Yanai +15 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  11. The Hidden Space of Transformer Language Adapters
    2024/02/20 by Jesujoba O. Alabi, Alabi, Jesujoba O., Marius Mosbach +7 · 4 citations
    Arts and Humanities · #Translation Studies and Practices
  12. Build the web for agents, not agents for the web
    2025/06/12 by Xing Han Lù, Lù, Xing Han, Gaurav Kamath +5 · 2 voices · 6 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
  13. Value Drifts: Tracing Value Alignment During LLM Post-Training
    2025/10/30 by Mehar Bhatia, Shravan Nayak, Bhatia, Mehar +11 · 1 voice · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.CY #cs.LG
  14. Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures
    2023/11/08 by Steuer, Julius, Mosbach, Marius, Klakow, Dietrich · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English
    2020/11/02 by Mosbach, Marius, Degaetano-Ortlieb, Stefania, Krielke, Marie-Pauline +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Knowledge Base Index Compression via Dimensionality and Precision Reduction
    2022/04/06 by Zouhar, Vilém, Mosbach, Marius, Zhang, Miaoran +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  17. MCSE: Multimodal Contrastive Learning of Sentence Embeddings
    2022/04/22 by Miaoran Zhang, Marius Mosbach, Zhang, Miaoran +7 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  18. Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning
    2024/07/23 by Lin, Pin-Jie, Zhang, Miaoran, Mosbach, Marius +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis
    2024/02/20 by Zhang, Miaoran, Gautam, Vagrant, Wang, Mingyang +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences