Aßenmacher, Matthias
- Multimodal Deep Learning
2023/01/12 by Cem Akkus, Akkus, Cem, Luyang Chu +31 · 3 voices · 65 citations
Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Semantic Web and Ontologies #Speech and dialogue systems #cs.CL #cs.LG #stat.ML
- Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation
2024/07/26 by Esteban Garces Arias, Julian Rodemann, Arias, Esteban Garces +7 · 12 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation
2024/10/08 by Esteban Garces Arias, Arias, Esteban Garces, Meimingwei Li +5 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks
2024/09/06 by Andreas Stephan, Stephan, Andreas, Dawei Zhu +7 · 7 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations
- A tailored Handwritten-Text-Recognition System for Medieval Latin
2023/08/18 by Philipp Koch, Koch, Philipp, Gilary Vera Nuñez +11 · 2 citations
Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Image Processing and 3D Reconstruction
- ActiveGLAE: A Benchmark for Deep Active Learning with Transformers
2023/06/16 by Lukas Rauch, Matthias Aßenmacher, Rauch, Lukas +9 · 2 citations
Computer Science · #Machine Learning and Algorithms #Topic Modeling #Natural Language Processing Techniques
- How Prevalent is Gender Bias in ChatGPT? -- Exploring German and English ChatGPT Responses
2023/09/21 by Stefanie Urchs, Veronika Thurner, Urchs, Stefanie +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification #Topic Modeling
- Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework
2024/10/24 by Esteban Garces Arias, Hannah Blocher, Arias, Esteban Garces +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Can OpenSource beat ChatGPT? -- A Comparative Study of Large Language Models for Text-to-Code Generation
2024/09/06 by Mayer, Luis, Christian Heumann, Matthias Aßenmacher +2 · 1 citation
Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Statistical Multicriteria Evaluation of LLM-Generated Text
2025/06/22 by Arias, Esteban Garces, Blocher, Hannah, Rodemann, Julian +2 · 3 citations
#Applications (stat.AP) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation
2025/08/28 by Y. Ding, Ding, Yuanhao, Esteban Garces Arias +15 · 4 citations
Computer Science · Arts and Humanities · #Topic Modeling #Digital Humanities and Scholarship #Natural Language Processing Techniques