2 papers
cs.CL2026
Fair Document Valuation in LLM Summaries via Shapley Values
Zikun Ye, Hema Yoganarasimhan
Large Language Models (LLMs) increasingly power search engines and AI assistants that retrieve and summarize content from many sources. By serving answers directly, these systems o…
cs.LG2024
LOLA: LLM-Assisted Online Learning Algorithm for Content Experiments
Zikun Ye, Hema Yoganarasimhan, Yufeng Zheng
Modern media firms require automated and efficient methods to identify content that is most engaging and appealing to users. Leveraging a large-scale dataset from Upworthy (a news…