Author

Frank Liu

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Review Jul 2026

Silicon Sampling via Cross-Survey Transfer

This work proposes cross-survey transfer, a more rigorous evaluation framework in which an LLM is given a respondent's answers to one set of questions and must predict their answers to entirely different questions from the same survey, to clarify the promise and boundaries of silicon sampling.

Chantung Ku, Chan Hsu, Pei-Cing Huang et al. · 1 citation

Preprint Aug 2026

Demographic Injection in Medical Language Models under Diversity, Equity, and Inclusion Prompts

A side effect that misrepresents patients is measured: a one-sentence DEI prompt appended to a medical question leads models to add patient demographic attributes the question never stated, in effect rewriting who the patient is.

Diego Mardian, Frank Liu · 0 citations