Julian Rodemann
- 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
- Accounting for Gaussian Process Imprecision in Bayesian Optimization
2021/11/16 by Julian Rodemann, Thomas Augustin, Rodemann, Julian +1 · 2 citations
Computer Science · #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification
- Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration
2024/03/07 by Julian Rodemann, Federico Croppi, Rodemann, Julian +17 · 1 citation
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
- 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