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Tanya Akumu
Tanya Akumu
PhD Student
Email confirmado em ub.edu
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Weakly supervised detection of hallucinations in llm activations
M Rateike, C Cintas, J Wamburu, T Akumu, S Speakman
arXiv preprint arXiv:2312.02798, 2023
72023
Detecting systematic deviations in data and models
S Speakman, GA Tadesse, C Cintas, W Ogallo, T Akumu, A Oshingbesan
Computer 56 (2), 82-92, 2023
52023
Systematic discovery of bias in data
J Wamburu, GA Tadesse, C Cintas, A Oshingbesan, T Akumu, ...
2022 IEEE International Conference on Big Data (Big Data), 4719-4725, 2022
32022
Efficient Representation of the Activation Space in Deep Neural Networks
T Akumu, C Cintas, GA Tadesse, A Oshingbesan, S Speakman, ...
arXiv preprint arXiv:2312.08143, 2023
2023
Auditing LLMs via Subset Scanning of Internal States
M Rateike, C Cintas, J Wamburu, TL Akumu, S Speakman
Annual Conference on Neural Information Processing Systems, 2023
2023
TRAD: Task-agnostic Representation of the Activation Space in Deep Neural Networks
TL Akumu, C Cintas, GA Tadesse, AA Oshingbesan, S Speakman, ...
International Joint Conference on Artificial Intelligence, 2023
2023
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Artigos 1–6