3 papers
cs.CL2026
RELISH: LLM REgression with a Latent Iterative State Head
Yiheng Su, Matthew Lease
We present RELISH (REgression with a Latent Iterative State Head), a novel, lightweight architecture designed for text regression with large language models. Rather than decoding n…
cs.HC2026
Rhetorical XAI: Explaining AI's Benefits as well as its Use via Rhetorical Design
Houjiang Liu, Yiheng Su, Matthew Lease
We explore potential benefits of incorporating Rhetorical Design into the design of Explainable Artificial Intelligence (XAI) systems. While XAI is traditionally framed around expl…
cs.CL2026
PIE: Performance Interval Estimation for Free-Form Generation Tasks
Chi-Yang Hsu, Alexander Braylan, Yiheng Su +2
Confidence estimation infers a probability for whether each model output is correct or not. While predicting such binary correctness is sensible for tasks with exact answers, free-…