Shahriar Golchin
Graduate student @ University of Arizona
domain adaptation
fine-tuning
large language models
memorization
in-domain pre-training
domain-adaptive pre-training
data leakage
data contamination
selective masking pre-training
1
presentations
SHORT BIO
My name is Shahriar Golchin, and I'm a third-year PhD student in the Department of Computer Science at the University of Arizona, supervised by Dr. Mihai Surdeanu. I'm also a Senior Machine Learning Scientist intern at Walmart Global Tech. My research interests include Natural Language Processing, Large Language Models, and Deep Learning. Previously, I spent eight months at Harvard Medical School as an Applied Deep Learning Research intern.
Presentations
Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords
Shahriar Golchin and 3 other authors