3 papers
cs.LG2026
JudgeCast: Time Series Forecasting with Experience-Informed Covariate Judgements
Donguk Kwon, Wooseok Jeong, Dongha Lee
Covariate effects vary across contexts and shift over time, requiring forecasters to assess how to use them for each forecasting context. As forecasting proceeds, observations for…
cs.DL2026
Verified Misguidance: Measuring Structural Citation Failures in Search-Augmented LLMs
Yongsik Seo, Wooseok Jeong, Eunyoung Kim +2
Users of search-augmented LLMs rely on citations as evidence that responses are grounded in real sources, and rarely verify the cited pages themselves. Millions of queries per day…
cs.IR2026
SAGEO Arena: A Realistic Environment for Evaluating Search-Augmented Generative Engine Optimization
Sunghwan Kim, Wooseok Jeong, Serin Kim +2
Search-Augmented Generative Engines (SAGE) have emerged as a new paradigm for information access, bridging web-scale retrieval with generative capabilities to deliver synthesized a…