Kristian Kersting
4 papers in the PaperMetrix corpus
Papers by this author
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BERT has a Moral Compass: Improvements of ethical and moral values of machines
2019 · arXiv (Cornell University)
Allowing machines to choose whether to kill humans would be devastating for world peace and security. But how do we equip machines with the ability to learn ethical or even moral choices? Jentzsch et al.(2019) …
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Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation
2021 · Frontiers in Artificial Intelligence
Classification approaches that allow to extract logical rules such as decision trees are often considered to be more interpretable than neural networks. Also, logical rules are comparatively easy to verify with any possible input. This …
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Balancing Transparency and Risk: The Security and Privacy Risks of Open-Source Machine Learning Models
2023 · arXiv (Cornell University)
The field of artificial intelligence (AI) has experienced remarkable progress in recent years, driven by the widespread adoption of open-source machine learning models in both research and industry. Considering the resource-intensive nature of training on …
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Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
2025 · arXiv (Cornell University)
High-quality multilingual training data is essential for effectively pretraining large language models (LLMs). Yet, the availability of suitable open-source multilingual datasets remains limited. Existing state-of-the-art datasets mostly rely on heuristic filtering methods, restricting both their …