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Authors
Fieback, Laura https://orcid.org/0009-0003-3456-6766
Balar, Nishilkumar https://orcid.org/0009-0008-7815-9536
Spiegelberg, Jakob https://orcid.org/0000-0002-6550-0087
Gottschalk, Hanno https://orcid.org/0000-0003-2167-2028
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Chapter History
First Online: 1 October 2025
Ethics Considerations
: Our work addresses the hallucination issue in state-of-the-art LVLMs enhancing the reliability and integrity of LVLMs in real-world scenarios, especially in safety-critical applications such as autonomous driving or medicine. Moreover, our work does not include any personal data, human subjects or sensitive data.
: The results, opinions and conclusions expressed in this publication are not necessarily those of Volkswagen Aktiengesellschaft.
: The authors have no competing interests to declare that are relevant to the content of this article.
Conference Information
Conference Acronym: ECML PKDD
Conference Name: Joint European Conference on Machine Learning and Knowledge Discovery in Databases
Conference City: Porto
Conference Country: Portugal
Conference Year: 2025
Conference Start Date: 15 September 2025
Conference End Date: 19 September 2025
Conference ID: ecml2025
Conference URL: https://ecmlpkdd.org/2025/
