Matthias Aßenmacher
- Multimodal Deep Learning
2023/01/12 by Cem Akkus, Luyang Chu, Akkus, Cem +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
- AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers
2024/09/16 by Alexander Wuttke, Matthias Aßenmacher, Christopher Klamm +3 · 2 voices · 7 citations
#cs.HC #cs.AI #cs.CL
- Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation
2024/07/26 by Esteban Garces Arias, Arias, Esteban Garces, Julian Rodemann +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, Meimingwei Li, Arias, Esteban Garces +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
- From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks
2024/09/06 by Andreas Stephan, Dawei Zhu, Stephan, Andreas +7 · 6 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, 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 Christian Heumann, Mayer, Luis, Heumann, Christian +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
- ActiveGLAE: A Benchmark for Deep Active Learning with Transformers
2023/06/16 by Lukas Rauch, Rauch, Lukas, Matthias Aßenmacher +9 · 1 citation
Computer Science · #Machine Learning and Algorithms #Topic Modeling #Natural Language Processing Techniques