Karen Zhang
MS NLP & AI @ CMU LTI
- Role
- Research Assistant at Google
- Location
- Pittsburgh, PA, US
- LinkedIn followers
- 500 followers
About Karen Zhang
Hello! I am Karen Zhang, and I am a fourth year Computer science major (with a concentration in AI). I am passionate about machine learning, natural language processing, and computer vision. I am set to graduate in May 2025. I’m actively seeking machine learning full time roles starting May 2025.
Experience
Research Assistant
Sep 2023 — Present · Boston, MA, US
Analyzed LLMs’ susceptibility to bias in medical literature by implementing LLM bias detection & interpretation on medical texts- Evaluated the robustness of LLMs by executing classification & extraction tasks on medical literature with 192 varying prompts- Examined a total of 26 large language models like GPT-4o, Llama3, Claude3.5, BioMedGPT for the above tasks- Curated a dataset of instruction phrasings from 20 medical professionals and medical abstracts generated from GPT4o- H. S. Yun, K. Y. C. Zhang, R. Kouzy, I. J. Marshall, J. J. Li, and B. C. Wallace, Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature? 2025.[Online]. Available: https://arxiv.org/abs/25•••••63- A. M. C. Arroyo, M. Munnangi, J. Sun, K. Y. C. Zhang, D. J. McInerney, B. C. Wallace, and S. Amir, Open (Clinical) LLMs are Sensitive to Instruction Phrasings. 2024.[Online]. Available: https://arxiv.org/abs/24•••••29
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