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Jiatong Han
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Semantic entropy probes: Robust and cheap hallucination detection in llms
J Kossen*, J Han*, M Razzak*, L Schut, S Malik, Y Gal
arXiv preprint arXiv:2406.15927, 2024
112024
Semantic entropy probes: Robust and cheap hallucination detection in llms, 2024
J Kossen, J Han, M Razzak, L Schut, S Malik, Y Gal
URL https://arxiv. org/abs/2406.15927, 0
5
Fast & Fair: A Collaborative Platform for Fair Division Applications
J Han, W Suksompong
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23796 …, 2024
32024
A Frequency-aware Software Cache for Large Recommendation System Embeddings
J Fang, G Zhang, J Han, S Li, Z Bian, Y Li, J Liu, Y You
arXiv preprint arXiv:2208.05321, 2022
32022
A Theoretical Formulation of Many-body Message Passing Neural Networks
J Han
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024
2024
Semantic Entropy Neurons: Encoding Semantic Uncertainty in the Latent Space of LLMs
J Han, J Kossen, M Razzak, Y Gal
🍃 MINT: Foundation Model Interventions, 0
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs
J Han, J Kossen, M Razzak, L Schut, SA Malik, Y Gal
ICML 2024 Workshop on Foundation Models in the Wild, 0
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