Author

Y. X. Rachel Wang

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#natural language process... Preprint Oct 2026

Stance Drift: How AI-mediated Communication Distorts Our Message

Large language models (LLMs) increasingly mediate human communication, from drafting emails to summarizing scientific reports, yet whether they faithfully preserve a speaker's position remains largely untested. We model AI-mediated communication as a two-step generation-extraction pipeline: one LLM produces an argument...

Ling-Chong Liu, Yan-Fei Zhou, Jacob Bien et al. · 0 citations

#machine learning Jan 2025

Noise-Adaptive Conformal Classification with Marginal Coverage

This work introduces an adaptive conformal inference method capable of efficiently handling deviations from exchangeability caused by random label noise, leading to informative prediction sets with tight marginal coverage guarantees even in those challenging scenarios.

T. Bortolotti, Y. X. Rachel Wang, Xin Tong et al. · arXiv.org · 2 citations