作者位次 #6/13SIGIR 2026Poster· Information Retrieval (Resource)
Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation
Yan Wang · Yi Han · Lingfei Qian · Yueru He · Xueqing Peng · Dongji Feng · Zhuohan Xie · Vincent Jim Zhang · Yuqing Guo · Fengran Mo · Jimin Huang · Yankai Chen · Jian-Yun Nie
摘要
Most recommendation benchmarks evaluate how well a model imitates user behavior. In financial advisory, however, observed actions can be noisy or short-sighted under market volatility and may conflict with a user's long-term goals. Treating what users chose as the sole ground truth, therefore, co...