[HTML][HTML] A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics

K He, R Mao, Q Lin, Y Ruan, X Lan, M Feng… - Information …, 2025 - Elsevier
The utilization of large language models (LLMs) for Healthcare has generated both
excitement and concern due to their ability to effectively respond to free-text queries with …

The lazy neuron phenomenon: On emergence of activation sparsity in transformers

Z Li, C You, S Bhojanapalli, D Li, AS Rawat… - ar** the model prediction
H Wei, H Zhuang, R **e, L Feng… - … on machine learning, 2023 - proceedings.mlr.press
In the presence of noisy labels, designing robust loss functions is critical for securing the
generalization performance of deep neural networks. Cross Entropy (CE) loss has been …