Michael A. Hedderich

1. A Survey on Recent Approaches for Natural Language Processing in\n Low-Resource Scenarios
   2020/10/23 by Michael A. Hedderich, Lukas Lange, Hedderich, Michael A. +7 · 13 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning and Algorithms
2. 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
3. The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models
   2024/06/16 by Bolei Ma, Xinpeng Wang, Ma, Bolei +11 · 6 citations
   Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
4. Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set
   2025/03/13 by Florian Eichin, Yang Janet Liu, Eichin, Florian +5 · 2 voices · 3 citations
   #cs.CL
5. What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns
   2025/04/22 by Michael A. Hedderich, Hedderich, Michael A., Anyi Wang +9 · 3 voices · 3 citations
   Computer Science · #Software Engineering Research #Digital and Cyber Forensics #Model-Driven Software Engineering Techniques
6. Training a Neural Network in a Low-Resource Setting on Automatically\n Annotated Noisy Data
   2018/07/02 by Michael A. Hedderich, Dietrich Klakow, Hedderich, Michael A. +1 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
7. Transfer Learning and Distant Supervision for Multilingual Transformer\n Models: A Study on African Languages
   2020/10/07 by Michael A. Hedderich, David Ifeoluwa Adelani, Hedderich, Michael A. +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
8. Meta Self-Refinement for Robust Learning with Weak Supervision
   2022/05/15 by Dawei Zhu, Zhu, Dawei, Xiaoyu Shen +5 · 1 citation
   Computer Science · Engineering · #Machine Learning and Data Classification #Infrastructure Maintenance and Monitoring #Advanced Neural Network Applications
9. 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
10. Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification
    2022/04/20 by Dawei Zhu, Zhu, Dawei, Michael A. Hedderich +7 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Imbalanced Data Classification Techniques
11. Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead
    2025/05/27 by Jesujoba O. Alabi, Michael A. Hedderich, Alabi, Jesujoba O. +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling