Zoupanxiang

An Empirical Study of Position Bias in Modern Information Retrieval

This study investigates the position bias in information retrieval, where models tend to overemphasize content at the beginning of passages while neglecting semantically relevant information that appears later. To analyze the extent and impact of position bias, we introduce a new evaluation framewor