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Do Multilingual Large Language Models Mitigate Stereotype Bias?

Autor: Nie, Shangrui, Fromm, Michael, Welch, Charles, Görge, Rebekka, Karimi, Akbar, Plepi, Joan, Mowmita, Nazia Afsan, Flores-Herr, Nicolas, Ali, Mehdi, Flek, Lucie

While preliminary findings indicate that multilingual LLMs exhibit reduced bias compared to monolingual ones, a comprehensive understanding of the effect of multilingual training on bias mitigation, is lacking. This study addresses this gap by system

Externí odkaz: http://arxiv.org/abs/2407.05740

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LLMs and Memorization: On Quality and Specificity of Copyright Compliance

Autor: Mueller, Felix B, Görge, Rebekka, Bernzen, Anna K, Pirk, Janna C, Poretschkin, Maximilian

Publikováno v: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 7(1), 984-996, 2024

Memorization in large language models (LLMs) is a growing concern. LLMs have been shown to easily reproduce parts of their training data, including copyrighted work. This is an important problem to solve, as it may violate existing copyright laws as

Externí odkaz: http://arxiv.org/abs/2405.18492

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Developing trustworthy AI applications with foundation models

Autor: Mock, Michael, Schmidt, Sebastian, Müller, Felix, Görge, Rebekka, Schmitz, Anna, Haedecke, Elena, Voss, Angelika, Hecker, Dirk, Poretschkin, Maximillian

The trustworthiness of AI applications has been the subject of recent research and is also addressed in the EU's recently adopted AI Regulation. The currently emerging foundation models in the field of text, speech and image processing offer complete

Externí odkaz: http://arxiv.org/abs/2405.04937

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Using ScrutinAI for Visual Inspection of DNN Performance in a Medical Use Case

Autor: Görge, Rebekka, Haedecke, Elena, Mock, Michael

Our Visual Analytics (VA) tool ScrutinAI supports human analysts to investigate interactively model performanceand data sets. Model performance depends on labeling quality to a large extent. In particular in medical settings, generation of high quali

Externí odkaz: http://arxiv.org/abs/2308.01220

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Akademický článek

Territorial status is explained by covariation between boldness, exploration, and thermal preference in a colour polymorphic lizard

Autor: Tyler M. Goerge, Donald B. Miles

Publikováno v: Ecology and Evolution, Vol 14, Iss 10, Pp n/a-n/a (2024)

Abstract Colour polymorphic species often exhibit variation in morphology, physiology, and behaviour among morphs. In particular, dominance status may be signalled by the interaction between behaviour and colour morph. Behavioural traits associated w

Externí odkaz: https://doaj.org/article/6752251f525b4100a7be1751cb42f3be