Christian Heumann
- Multimodal Deep Learning
2023/01/12 by Cem Akkus, Akkus, Cem, Luyang Chu +30 · 55 citations
Computer Science · #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
- Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation
2024/07/26 by Esteban Garces Arias, Julian Rodemann, Arias, Esteban Garces +7 · 10 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 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- A tailored Handwritten-Text-Recognition System for Medieval Latin
2023/08/18 by Philipp Koch, Gilary Vera Nuñez, Koch, Philipp +11 · 2 citations
Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Image Processing and 3D Reconstruction
- 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)
- Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework
2024/10/24 by Esteban Garces Arias, Hannah Blocher, Arias, Esteban Garces +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- 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