Real-Time Trend Prediction via Continually-Aligned LLM Query Generation

Zijing Hui, Wenhan Lyu, Shusen Wang +2

Trending news detection in low-traffic search environments faces a fundamental cold-start problem, where a lack of query volume prevents systems from identifying emerging or long-t…